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2020
- Gaussian Processes as Multiagent Reward Models. G. Dixit, S. Airiau, and K. Tumer. In Proceedings of the International
Joint Conference on Autonomous Agents and Multiagent Systems, pp. , Auckland, New Zealand, May 2020. Abstract-Bibtex [pdf]
(2.2MB
)
- Neuroeveolution of a Modular Memory-Augmented Neural Network for Deep Memory Problems. S. Khadka, J. J. Chung, and
K. Tumer. Evolutionary Computation, , 2020. Abstract-Bibtex
- Multi-level Fitness Critics for Cooperative Coevolution. G. Rockefeller, S. Khadka, and K. Tumer. In Proceedings
of the International Joint Conference on Autonomous Agents and Multiagent Systems, pp. , Auckland, New Zealand, May 2020. Abstract-Bibtex [pdf]
(1.2MB
)
- The Power of Suggestion. and K. Tumer. In Proceedings of the International Joint Conference on Autonomous Agents
and Multiagent Systems, pp. , Auckland, New Zealand, May 2020. Abstract-Bibtex [pdf]
(943.5kB
)
- Multi-Fitness Learning for Behavior-Driven Cooperation. C. Yates, R. Christopher, and K. Tumer. In Proceedings of
Genetic and Evolutionary Computation Conference (GECCO), pp. , Cancun, Mexico, July 2020. Abstract-Bibtex
2019
- The Impact of Agent Definitions and Interactions on Multiagent Learning for Coordination. J. J. Chung, D. Miklic, L.
Sabattini, K. Tumer, and R. Siegwart. In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent
Systems, pp. , Montreal, Canada, May 2019. Abstract-Bibtex [pdf]
(1.1MB
)
- Dirichlet-Multinomial Counterfactual Rewards for Heterogeneous Multiagent Systems. G. Dixit, N. Zerbel, and K. Tumer.
In IEEE International Symposium on Multi-Robot and Multi-Agent Systems (MRS), pp. , Rutgers, NJ, August 2019. Abstract-Bibtex [pdf]
(368.9kB
)
- Memory-based Multiagent One-Shot Learning (Poster session). S. Khadka, C. Yates, and K. Tumer. In IEEE International
Symposium on Multi-Robot and Multi-Agent Systems (MRS), pp. , Rutgers, NJ, August 2019. Abstract-Bibtex
- Collaborative Evolutionary Reinforcement Learning. S. Khadka, S. Majumdar, T. Nassar, Z. Dwiel, E. Tumer, Y. Liu, and
K. Tumer. In International Conference on Machine Learning (ICML), pp. , Long Beach, CA, June 2019. Abstract-Bibtex [pdf]
(867.0kB
)
- Memory Based Multiagent One-Shot Learning (Extended Abstract). S. Khadka, C. Yates, and K. Tumer. In Proceedings
of the International Joint Conference on Autonomous Agents and Multiagent Systems, pp. , Montreal, Canada, May 2019. Abstract-Bibtex [pdf]
(474.4kB
)
- Fitness Critics for Multiagent Learning (Poster session). G. Rockefeller, P. Mannion, and K. Tumer. In IEEE International
Symposium on Multi-Robot and Multi-Agent Systems (MRS), pp. , Rutgers, NJ, August 2019. Abstract-Bibtex
- Curriculum Learning for Tightly Coupled Multiagent Systems (Extended Abstract). G. Rockefeller, P. Mannion, and K.
Tumer. In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, pp. , Montreal,
Canada, May 2019. Abstract-Bibtex [pdf]
(483.6kB
)
2018
- A Multiagent Framework for Learning Dynamic Traffic Management Strategies. J. J. Chung, C. Rebhuhn, C. Yates, G. A.
Hollinger, and K. Tumer. Autonomous Robots, Springer, 2018. DOI: 10.1007/s10514-018-9800-z Abstract-Bibtex
- When less is more: Reducing agent noise with probabilistically learning agents (Extended Abstract). J. J. Chung, S.
Chow, and K. Tumer. In Proceedings of the Seventeenth International Joint Conference on Autonomous Agents and Multiagent
Systems, pp. , Stockholm, Sweden, July 2018. Abstract-Bibtex
- Modeling Multidisciplinary Design with Multiagent Learning. D. Hulse, K. Tumer, C. Hoyle, and I. Y. Tumer. Artificial
Intelligence in Design, Analysis, and Manufacturing, Cambridge University Press, 2018. DOI:https://doi.org/10.1017/S0890060418000161 Abstract-Bibtex
- Evolution-Guided Policy Gradients in Reinforcement Learning. S. Khadka and K. Tumer. In Neural Information Processing
Systems (NeurIPS), pp. , Montreal, Canada, December 2018. Abstract-Bibtex [pdf]
(874.9kB
)
- A Memory-Based Multiagent Framework for Adaptive Decision Making (Extended Abstract). S. Khadka, C. Yates, and K. Tumer.
In Proceedings of the Seventeeth International Joint Conference on Autonomous Agents and Multiagent Systems, pp. ,
Stockholm, Sweden, July 2018. Abstract-Bibtex [pdf]
(482.6kB
)
- Neuroevolution of an Advanced Power Plant Controller. S. Khadka, G. Rockefeller, D. Tucker, P. Pezzini, K. Bryden,
and K. Tumer. In Proceedings of the 2018 International Society of Automation Power Industry Division Symposium, Knoxville,
TN, June 2018. Abstract-Bibtex
- Learning in Complex Domains: Leveraging Multiple Rewards through Alignment. E. Klinkhammer, C. Yates, Y. Tuladhar,
and K. Tumer. In AAMAS-2018 Workshop on Adaptive and Learning Agents, Stockholm, Sweden, July 2018. Abstract-Bibtex
- Policy Progress Score for Automatic Task Selection in Curriculum Learning. G. Rockefeller, S. Chow, Y. Tuladhar, and
K. Tumer. In AAMAS-2018 Workshop on Adaptive and Learning Agents, Stockholm, Sweden, July 2018. Abstract-Bibtex
- Design of Complex Engineering System Using Multiagent Coordination. N. F. Soria, M. Colby, K. Tumer, C. Hoyle, and
I. Y. Tumer. Journal of Computing and Information Science in Engineering (JCISE), 13(8), ASME, 2018. Abstract-Bibtex
2017
- Towards a Distributed Multiagent Learning-Based Design Optimization Method. D. Hulse, B. Gigous, K. Tumer, C. Hoyle,
and I. Tumer. In Proceedings of ASME 2017 International Design Engineering and Computers and Information in Engineering
Conference Technical Conferences (IDETC/CIE), pp. , , August 2017. Abstract-Bibtex
- Memory-Augmented Multi-Robot Teams that Learn to Adapt. S. Khadka, J. J. Chung, and K. Tumer. In Proceedings of
the International Symposium on Multi-Robot and Multi-Agent Systems (MRS'17), pp. , Los Angeles, CA, December 2017. Abstract-Bibtex [pdf]
(457.0kB
)
- Evolving Memory-Augmented Neural Architectures for Deep Memory Problems. S. Khadka, J. J. Chung, and K. Tumer. In Proceedings
of Genetic and Evolutionary Computation Conference (GECCO), pp. , Berlin, Germany, July 2017. Nominated for best
paper award. Abstract-Bibtex [pdf]
(1.7MB
)
- Evolving Neural Controllers for Robust and Reconfigurable Control of and Advanced Power Plant. S. Khadka, A. Wilson,
D. Tucker, P. Pezzini, K. Bryden, and K. Tumer. In Proceedings of the 2017 International Society of Automation Power Industry
Division Symposium, Cleveland, OH, June 2017. Abstract-Bibtex
2016
- Autonomous Multiagent Space Exploration with High Level Human Feedback. M. Colby, L. Yliniemi, and K. Tumer. Journal
of Aerospace Information Systems, 2016. (to appear) Abstract-Bibtex [pdf]
(929.9kB
)
- Local Approximation of Difference Evaluation Functions. M. Colby, T. Duchow-Pressley, J. J. Chung, and K. Tumer. In
Proceedings of the Fifteenth International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 521–529,
Singapore, May 2016. Abstract-Bibtex
- Multi-objective Neuro-evolutionary Control for a Fuel Cell Turbine Hybrid Energy System. M. Colby, L. Yliniemi, P.
Pezzini, D. Tucker, K.M. Bryden, and K. Tumer. In Proceedings of Genetic and Evolutionary Computation Conference (GECCO),
pp. 877–864, Denver, CO, July 2016. Abstract-Bibtex
- Combining Reward Shaping and Hierarchies for Scaling to Large Multiagent Systems. C. HolmesParker, A. Agogino, and
K. Tumer. Knowledge Engineering Review, 31(1):3–18, 2016. to appear Abstract-Bibtex
- Neuroevolution of a Hybrid Power Plant Simulator. S. Khadka, K. Tumer M. Colby, D. Tucker, P. Pezzini, and K.M. Bryden.
In Proceedings of Genetic and Evolutionary Computation Conference (GECCO), pp. 917–924, Denver, CO, July 2016. Abstract-Bibtex
- D++: Structural credit assignment in tightly coupled multiagent domains. A. Rahmattalabi, J. J. Chung, M. Colby, and
K. Tumer. In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2016), pp.
4424–4429, 2016. Abstract-Bibtex
- Multi-Objective Multiagent Credit Assignment in Reinforcement Learning and NSGA-II. L. Yliniemi and K. Tumer. Soft
Computing, 2016. (to appear) Abstract-Bibtex
- Design of Complex Engineering System Using Multiagent Coordination. N. Soria Zurita, M. Colby, K. Tumer, C. Hoyle,
and I. Y. Tumer. In ASME Design Engineering Conference, pp. , Charlotte, NC, August 2016. Abstract-Bibtex
2015
- Learning Tensegrity Locomotion Using Open-Loop Control Signals and Coevolutionary Algorithms. Iscen, A., Caluwaerts,
K., Bruce, J., Agogino, A., SunSpiral, V., and Tumer, K.. Artificial life, 21(2):119–140, MIT Press, 2015. Abstract-Bibtex
- Agent Partitioning with Reward/Utility-Based Impact. W. Curran, A. Agogino, and K. Tumer. In AAAI-2015 Workshop
on Multiagent Interaction without Prior Coordination, Austin, TX, January 2015. Abstract-Bibtex
- Promoting cooperative behavior between cost-based planners. Rebhuhn, C., Skeele, R., Chung, J. J., Hollinger, G. A.,
and Tumer, K.. In Proceedings of the 2015 ICRA Workshop on Taxonomies of Interconnected Systems: Asymmetric Interactions
in Distributed Robotics, 2015. Abstract-Bibtex
- Fitness Function Shaping in Multiagent Cooperative Coevolutionary Algorithms. M. Colby and K. Tumer. Journal of
Autonomous Agents and Multiagent Systems, 2015. DOI: 10.1007/s10458-015-9318-0 Abstract-Bibtex
- Implicit Adaptive Multi-Robot Coordination in Dynamic Environments. M. Colby, J. Chung, and K. Tumer. In 2015 IEEE/RSJ
International Conference on Intelligent Robots and Systems (IROS 2015), pp. 5168–5173, Hamburg, Germany, September
2015. Abstract-Bibtex [pdf]
(413.6kB
)
- An Evolutionary Game Theoretic Analysis of Difference Evaluation Functions. M. Colby and K. Tumer. In Proceedings
of Genetic and Evolutionary Computation Conference (GECCO), Madrid, Spain, July 2015. Abstract-Bibtex [pdf]
(320.3kB
)
- Counterfactual Exploration for Improving Multiagent Learning. M. Colby, S. Kharaghani, C. HolmesParker, and K. Tumer.
In Proceedings of the Fourteenth International Joint Conference on Autonomous Agents and Multiagent Systems, pp. ,
Istanbul, Turkey, May 2015. Abstract-Bibtex [pdf]
(319.0kB
)
- A Replicator Dynamics Analysis of Difference Evaluation Functions (Extended Abstract). M. Colby and K. Tumer. In Proceedings
of the Fourteenth International Joint Conference on Autonomous Agents and Multiagent Systems, pp. , Istanbul, Turkey,
May 2015. Abstract-Bibtex [pdf]
(167.7kB
)
- Approximating Difference Evaluations with Local Information (Extended Abstract). M. Colby, W. Curran, and K. Tumer.
In Proceedings of the Fourteenth International Joint Conference on Autonomous Agents and Multiagent Systems, pp. ,
Istanbul, Turkey, May 2015. Abstract-Bibtex [pdf]
(169.6kB
)
- Learning-Based Coordination of Large Heterogeneous Distributed Sensor Networks. M. Colby and K. Tumer. In Proceedings
of the 2015 International Society of Automation Power Industry Division Symposium, Kansas City, June 2015. Abstract-Bibtex
- Learning Based Control of a Fuel Cell Turbine Hybrid Power System (Extended Abstract). A. Gabler, M. Colby, and K.
Tumer. In Proceedings of Genetic and Evolutionary Computation Conference (GECCO), Madrid, Spain, July 2015. Abstract-Bibtex
- Shortest path exploration with fast marching. Lawrance, N. R. J., Chung, J. J., Hollinger, G. A., and Tumer, K.. In
Proceedings of the ICRA 2015 Workshop Beyond Geometric Constraints: Planning for Solving Complex Tasks, Reducing Uncertainty,
and Generating Informative Paths \& Policies, 2015. Abstract-Bibtex
- Designing a self-replicating robotic manufacturing factory. C. A. Manion, N. Soria Zurita, K. Tumer, C. Hoyle, and
I. Y. Tumer. In ASME Design Engineering Conference, pp. , Boston, MA, August 2015. Abstract-Bibtex
- Risk aware graph search with uncertain edge costs. Skeele, R., Chung, J. J., Hollinger, G. A., and Tumer, K.. In Proceedings
of the ICRA 2015 Workshop Beyond Geometric Constraints: Planning for Solving Complex Tasks, Reducing Uncertainty, and Generating
Informative Paths \& Policies, 2015. Abstract-Bibtex
- Learning to Trick Cost-Based Planners into Cooperative Behavior. C. Rebhuhn, J. J. Chung, R. Skeele, G. Hollinger,
and K. Tumer. In The 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2015), pp. 4627–4633,
Hamburg, Germany, September 2015. Abstract-Bibtex [pdf]
(423.2kB
)
- Multi-Objective Multiagent Credit Assignment in NSGA-II Using Difference Evaluations (Extended Abstract). L. Yliniemi
and K. Tumer. In Proceedings of the Fourteenth International Joint Conference on Autonomous Agents and Multiagent Systems,
pp. , Istanbul, Turkey, May 2015. Abstract-Bibtex
2014
- Approximating Difference Evaluations with Local Knowledge (Extended Abstract). M. Colby, W. Curran, C. Rebhuhn, and
K. Tumer. In Proceedings of the Thirteenth International Joint Conference on Autonomous Agents and Multiagent Systems,
pp. , Paris, France, May 2014. Abstract-Bibtex [pdf]
(191.5kB
)
- Multiagent Flight Control in Dynamic Environments with Cooperative Coevolutionary Algorithms. M. Colby, M. Knudson,
and K. Tumer. In 2014 AAAI Spring Symposium on Modeling in Human Machine Systems: Challenges for Formal Verification,
Palo Alto, CA, 2014. Abstract-Bibtex
- Distributed Sensor Network Control with Evolutionary Algorithms. M. Colby and K. Tumer. In In Proceedings of the
2014 International Society of Automation Power Industry Division Symposium, Scottsdale, Arizona, 2014. Abstract-Bibtex
- Hierarchical Simulation for Complex Domains : Air Traffic Flow Management. W. Curran, A. Agogino, and K. Tumer. In
Proceedings of the Genetic and Evolutionary Computation Conference, Vancouver, Canada, July 2014. Abstract-Bibtex [pdf]
(407.4kB
)
- Using Reward/Utility Based Impact Scores in Partitioning (Extended Abstract). W. Curran, A. Agogino, and K. Tumer.
In Proceedings of the Thirteenth International Joint Conference on Autonomous Agents and Multiagent Systems, pp. ,
Paris, France, May 2014. Abstract-Bibtex [pdf]
(202.3kB
)
- Potential-Based Difference Rewards for Multiagent Reinforcement Learning. S. Devlin, L. Yliniemi, D. Kudenko, and K.
Tumer. In Proceedings of the Thirteenth International Joint Conference on Autonomous Agents and Multiagent Systems,
pp. , Paris, France, May 2014. Abstract-Bibtex [pdf]
(669.2kB
)
- CLEAN Rewards to Improve Coordination by Removing Exploratory Action Noise. C. HolmesParker, M. Taylor, A. Agogino,
and K. Tumer. In International Conference on Intelligent Agent Technology, Warsaw, Poland, August 2014. Abstract-Bibtex [pdf]
(417.0kB
)
- CLEANing the Reward: Counterfactual Actions Remove Exploratory Action Noise in Multiagent Learning (Extended Abstract).
C. HolmesParker, M. Taylor, A. Agogino, and K. Tumer. In Proceedings of the Thirteenth International Joint Conference on
Autonomous Agents and Multiagent Systems, pp. , Paris, France, May 2014. Abstract-Bibtex [pdf]
(195.6kB
)
- Exploiting Structure and Agent-Centric Rewards to Promote Coordination in Large Multiagent Systems. C. HolmesParker,
M. Taylor, Y. Zhan, and K. Tumer. In AAMAS-2014 Workshop on Adaptive and Learning Agents, Paris, France, May 2014. Abstract-Bibtex
- Flop and Roll: Learning Robust Goal-Directed Locomotion for a Tensegrity Robot. A. Iscen, A. Agogino, V. SunSpiral,
and K. Tumer. In The 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2014), Chicago,
IL, September 2014. Abstract-Bibtex
- A Multiagent Approach to Identifying Innovative Component Selection. C. Rebhuhn, B. Gilchrist, S. Oman, I.Y. Tumer,
R. Stone, and K. Tumer. In Proceedings of the Sixth International Conference on Design Computing and Cognition, London,
UK, June 2014. Abstract-Bibtex [pdf]
(774.7kB
)
- Announced Strategy Types for Multiagent RL for Conflict-Avoidance in the National Airspace. C. Rebhuhn, M. Knudson,
and K. Tumer. In AAMAS-2014 Workshop on Adaptive and Learning Agents, Paris, France, May 2014. Abstract-Bibtex [pdf]
(277.7kB
)
- Multi-Robot Coordination for Space Exploration. L. Yliniemi, A. Agogino, and K. Tumer. AI Magazine, (), 2014.
to appear Abstract-Bibtex [pdf]
(1.1MB
)
- PaCcET: An Objective Space Transformation to Iteratively Convexify the Pareto Front. L. Yliniemi and K. Tumer. In The
Tenth International Conference on Simulated Evolution And Learning (SEAL 2014), Dunedin, New Zealand, December 2014. Abstract-Bibtex [pdf]
(5.2MB
)
- Multi-Objective Multiagent Credit Assignment Through Difference Rewards in Reinforcement Learning. L. Yliniemi and
K. Tumer. In The Tenth International Conference on Simulated Evolution And Learning (SEAL 2014), Dunedin, New Zealand,
December 2014. Abstract-Bibtex [pdf]
(2.1MB
)
- Evolutionary Agent-Based Simulation of the Introduction of New Technologies in Air Traffic Management. L. Yliniemi,
A. Agogino, and K. Tumer. In Proceedings of the Genetic and Evolutionary Computation Conference, Vancouver, Canada,
July 2014. Abstract-Bibtex [pdf]
(294.2kB
)
2013
- Multiagent Reinforcement Learning in a Distributed Sensor Network with Indirect Feedback. M. Colby and K. Tumer. In
Proceedings of the Twelveth International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 941–948,
Minneapolis, MN, May 2013. Abstract-Bibtex [pdf]
(422.9kB
)
- Addressing Hard Constraints in the Air Traffic Problem through Partitioning and Difference Rewards (extended abstract).
W. Curran and K. Tumer. In Proceedings of the Twelveth International Joint Conference on Autonomous Agents and Multiagent
Systems, Minneapolis, MN, May 2013. Abstract-Bibtex [pdf]
(533.9kB
)
- Partitioning Agents and Shaping Their Evaluation Functions in Air Traffic Problems with Hard Constraints (short paper).
W. Curran, A. Agogino, and K. Tumer. In Proceedings of the Genetic and Evolutionary Computation Conference, Amsterdam,
The Netherlands, July 2013. Abstract-Bibtex
- CLEAN Rewards for Improving Multiagent Coordination in the Presence of Exploration (extended abstract). C. HolmesParker,
A. Agogino, and K. Tumer. In Proceedings of the Twelveth International Joint Conference on Autonomous Agents and Multiagent
Systems, Minneapolis, MN, May 2013. Abstract-Bibtex [pdf]
(193.6kB
)
- Exploiting Structure and Utilizing Agent-Centric Rewards to Promote Coordination in Large Multiagent Systems (extended
abstract). C. HolmesParker, A. Agogino, and K. Tumer. In Proceedings of the Twelveth International Joint Conference
on Autonomous Agents and Multiagent Systems, Minneapolis, MN, May 2013. Abstract-Bibtex [pdf]
(186.9kB
)
- Decentralized Coordination via Task Decomposition and Reward Shaping (extended abstract). A. Iscen and K. Tumer. In
Proceedings of the Twelveth International Joint Conference on Autonomous Agents and Multiagent Systems, Minneapolis,
MN, May 2013. Abstract-Bibtex [pdf]
(210.6kB
)
- Learning to Control Complex Tensegrity Robots (extended abstract). A. Iscen, A. Agogino, V. SunSpiral, and K. Tumer.
In Proceedings of the Twelveth International Joint Conference on Autonomous Agents and Multiagent Systems, Minneapolis,
MN, May 2013. Abstract-Bibtex [pdf]
(622.3kB
)
- Robust Predictive Cruise Control for Commercial Vehicles. J. Junell and K. Tumer. International Journal of General
Systems, 42:776–792, Taylor Francis, 2013. Abstract-Bibtex [pdf]
(414.8kB
)
- Dynamic Partnership Formation for Multi-Rover Coordination. M. Knudson and K. Tumer. Advances in Complex Systems,
16(1), 2013. Abstract-Bibtex [pdf]
(2.4MB
)
- Efficient Objective Functions for Coordinated Learning in Large-Scale Distributed OSA Systems. M. J. Norooz Oliaee,
B. Hamdaoui, and K. Tumer. IEEE Transactions on Mobile Computing, 12:931–944, 2013. Abstract-Bibtex [pdf]
(442.5kB
)
- Coordinating actions in congestion problems: Impact of top-down and bottom-up Utilities. S. Proper and K. Tumer. Autonomous
Agents and MultiAgent Systems, 27(3):419–443, 2013. Abstract-Bibtex [pdf]
(359.5kB
)
- Multiagent Learning with a Noisy Global Reward Signal. S. Proper and K. Tumer. In Proceedings of the Twenty Seventh
AAAI Conference on Artificial Intelligence (AAAI-13), Bellevue, WA, July 2013. Abstract-Bibtex [pdf]
(172.5kB
)
- Graphical Models in Continuous Domains for Multiagent Reinforcement Learning (extended abstract). S. Proper and K.
Tumer. In Proceedings of the Twelveth International Joint Conference on Autonomous Agents and Multiagent Systems, Minneapolis,
MN, May 2013. Abstract-Bibtex [pdf]
(133.1kB
)
- A Neuro-evolutionary Approach to Control Surface Segmentation for Micro Aerial Vehicles. M. Salichon and K. Tumer.
International Journal of General Systems, 42:793–805, Taylor Francis, 2013. Abstract-Bibtex [pdf]
(531.9kB
)
- Multiagent Learning. K. Tuyls and K. Tumer. In G. Weiss, editors, Multiagent Systems, Springer, 2013. Abstract-Bibtex
- Elo Ratings for Structural Credit Assignment in Multiagent Systems. L. Yliniemi and K. Tumer. In Proceedings of
the Twenty Seventh AAAI Conference on Artificial Intelligence (AAAI-13), Late Breaking Papers, Bellevue, WA, July 2013. Abstract-Bibtex
2012
- A Multiagent Approach to Managing Air Traffic Flow. A. K. Agogino and K. Tumer. Autonomous Agents and MultiAgent
Systems, 24:1–25, 2012. Abstract-Bibtex [pdf]
(517.5kB
)
- Evolving Large Scale UAV Communication Systems. A. Agogino, C. Holmes Parker, and K. Tumer. In Proceedings of the
Genetic and Evolutionary Computation Conference, Philadelphia, PA, July 2012. Best "Real World Applications" paper
award. Abstract-Bibtex [pdf]
(1.3MB
)
- Shaping Fitness Functions for Coevolving Cooperative Multiagent Systems. M. Colby and K. Tumer. In Proceedings of
the Eleventh International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 425–432, Valencia,
Spain, June 2012. Abstract-Bibtex [pdf]
(454.5kB
)
- Coordination and Control for Large Distributed Sensor Networks. M. Colby, C. Holmes Parker, and K. Tumer. In Future
of Instrumentation International Workshop (FIIW-2012), Gatlinburg, TN, October 2012. Abstract-Bibtex
- Performance and Fiscal Analysis of Distributed Sensor Networks in a Power Plant. M. Colby and K. Tumer. In AAMAS-2012
Workshop on Agent Technologies for Energy Systems, Valencia, Spain, June 2012. Abstract-Bibtex [pdf]
(295.9kB
)
- Multiagent Learning of Choices via Simpler MDPs and Reward Shaping. A. Iscen and K. Tumer. In AAMAS-2012 Workshop
on Adaptive and Learning Agents, Valencia, Spain, June 2012. Abstract-Bibtex
- Efficient State Spaces and Policy Transfer for Robot Navigation. M. Knudson and K. Tumer. In L. Garcia, editors, Advanced
Robotics, Concept Press, 2012. Abstract-Bibtex
- Policy Transfer in Mobile Robots using Neuro-Evolutionary Navigation (Extended Abstract). M. Knudson and K. Tumer.
In Proceedings of the Genetic and Evolutionary Computation Conference, Philadelphia, PA, July 2012. Abstract-Bibtex
- Combining Coordination Mechanisms to improve the Performance of Multi-Robot Teams. E. Nasroullahi and K. Tumer. Artificial
Intelligence Research, 1(2):1–10, 2012. Abstract-Bibtex [pdf]
(325.0kB
)
- Coordinating Secondary-User Behaviors for Inelastic Traffic Reward Maximization in Large-Scale DSA Networks. M. J.
Norooz Oliaee, B. Hamdaoui, and K. Tumer. IEEE Transactions on Network and Service Management, 9(4):501–513,
2012. Abstract-Bibtex [pdf]
(306.0kB
)
- Evolving Distributed Resource Sharing for CubeSat Constellations. C. Holmes Parker, A. Agogino, and K. Tumer. In Proceedings
of the Genetic and Evolutionary Computation Conference, Philadelphia, PA, July 2012. Abstract-Bibtex [pdf]
(310.6kB
)
- Combining Difference Rewards and Hierarchies for Scaling to Large Multiagent System. C. Holmes Parker and K. Tumer.
In AAMAS-2012 Workshop on Adaptive and Learning Agents, Valencia, Spain, June 2012. Abstract-Bibtex
- Modeling Difference Rewards for Multiagent Learning (Extended Abstract). S. Proper and K. Tumer. In Proceedings
of the Eleventh International Joint Conference on Autonomous Agents and Multiagent Systems, Valencia, Spain, June 2012. Abstract-Bibtex [pdf]
(121.8kB
)
- Graphical Models in Continuous Domains for Multiagent Reinforcement Learning. S. Proper and K. Tumer. In AAMAS-2012
Workshop on Adaptive and Learning Agents, Valencia, Spain, June 2012. Abstract-Bibtex
- A Multiagent Framework for Component-Level Creativity Evaluation. C. Rebhuhn, B. Gilchrist, S. Oman, I. Tumer,
R. Stone, and K. Tumer. In AAMAS-2012 Workshop on Multi-Agent Based Simulation, Valencia, Spain, June 2012. Abstract-Bibtex
- Fast Multiagent Learning from Actions Not Taken for Heterogeneous Agent. C. Rebhuhn and K. Tumer. In AAMAS-2012
Workshop on Adaptive and Learning Agents, Valencia, Spain, June 2012. Abstract-Bibtex
- A Learning Based Approach to Robust Micro Aerial Vehicle Control. M. Salichon and K. Tumer. IEEE Transactions on
System, Man and Cybernetics--Part C, 42:1772–1783, 2012. Abstract-Bibtex [pdf]
(905.3kB
)
- Neuroevolutionary Control of a Multi-linked Inverted Pendulum with a Large Number of Agents. S. Sills and K. Tumer.
In AAMAS-2012 Workshop on Autonomous Robots and Multirobot Systems, Valencia, Spain, June 2012. Abstract-Bibtex
- Introduction to the AI Magazine AAMAS 2011 Special Issue. L. Sonenberg, P. Stone, K. Tumer, and P. Yolum. AI Magazine,
(), 2012. Abstract-Bibtex
- Coevolution and Transfer Learning in a Heterogeneous, Point-to-Point Fleet Coordination Problem. L. Yliniemi and K.
Tumer. In AAMAS-2012 Workshop on Agents in Traffic and Transportation, Valencia, Spain, June 2012. Abstract-Bibtex
- Extending the Difference Reward to Multi-Objective Congestion Problems. L. Yliniemi and K. Tumer. In AAMAS-2012
Workshop on Optimisation in Multi-Agent Systems, Valencia, Spain, June 2012. Abstract-Bibtex
2011
- Optimizing Ballast Design of Wave Energy Converters Using Evolutionary Algorithms. M. Colby, E. Nasroullahi, and K.
Tumer. In Proceedings of the Genetic and Evolutionary Computation Conference, pp. 1739–1746, Dublin, Ireland,
July 2011. Abstract-Bibtex [pdf]
(243.2kB
)
- Aligning Spectrum-User Objectives for Maximum Inelastic Traffic Reward. B. Hamdaoui, M. J. Norooz Oliaee, and K. Tumer..
In Proceedings of the 2011 International Conference on Computer Communication Networks (ICCCN), Maui, HI, July 2011. Abstract-Bibtex
- Decreasing Communication Requirements for Agent Specific Rewards in Multiagent Learning. A. Iscen, C. Holmes Parker,
and K. Tumer. In AAMAS-2011 Workshop on Adaptive and Learning Agents, Taipei, Taiwan, May 2011. Abstract-Bibtex [pdf]
(399.0kB
)
- Adaptive Navigation for Autonomous Robots. M. Knudson and K. Tumer. Robotics and Autonomous Systems, 59:410–420,
2011. Abstract-Bibtex [pdf]
(515.8kB
)
- Achieving Optimal Elastic Traffic Rewards in Dynamic Multichannel Access. M. J. Norooz Oliaee, B. Hamdaoui, and K.
Tumer.. In Proceedings of the IEEE International Conference on High Performance Computing and Simulation Conference,
Istanbul, Turkey, July 2011. Abstract-Bibtex
- Agent Fitness Functions for Evolving Coordinated Sensor Networks. C. Roth, M. Knudson, and K. Tumer. In Proceedings
of the Genetic and Evolutionary Computation Conference, Dublin, Ireland, July 2011. Abstract-Bibtex [pdf]
(865.4kB
)
- Proceedings of the Tenth International Conference on Autonomous Agents and Multiagent Systems, K. Tumer, P.
Yolum, L. Sonenberg, and P. Stone, editors. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS),
May 2011. ISBN-10: 0-9826571-5-3 ISBN-13 978-0-9826571-5-7 Abstract-Bibtex
2010
- A Multiagent Coordination Approach to Robust Consensus Clustering. A. K. Agogino and K. Tumer. Advances in Complex
Systems, 13(2):165–198, 2010. Abstract-Bibtex
- Robust Neuro-Control for A Micro Quadrotor. J. Shepherd III and K. Tumer. In Proceedings of the Genetic and Evolutionary
Computation Conference, pp. 1131–1138, Portland, OR, July 2010. Nominated for best "Real World Applications"
paper award. Abstract-Bibtex [pdf]
(600.8kB
)
- Coevolution of Heterogeneous Multi-Robot Teams. M. Knudson and K. Tumer. In Proceedings of the Genetic and Evolutionary
Computation Conference, Portland, OR, July 2010. Abstract-Bibtex [pdf]
(772.7kB
)
- Robot Coordination with Ad-hoc Team Formation (Extended Abstract). M. Knudson and K. Tumer. In Proceedings of the
Ninth International Joint Conference on Autonomous Agents and Multiagent Systems, Toronto, Canada, May 2010. Abstract-Bibtex [pdf]
(160.5kB
)
- Policy Search and Policy Gradient Methods for Autonomous Navigation. M. Knudson and K. Tumer. In AAMAS-2010 Workshop
on Adaptive and Learning Agents, Toronto, Canada, May 2010. Abstract-Bibtex
- A Neuro-Evolutionary Approach to Micro Aerial Vehicle Control. M. Salichon and K. Tumer. In Proceedings of the Genetic
and Evolutionary Computation Conference, Portland, OR, July 2010. Nominated for best "Real World Applications"
paper award. Abstract-Bibtex [pdf]
(539.7kB
)
- Aligning Agent Objectives for Learning and Coordination in Multiagent Systems. K. Tumer and M. Knudson. PerAdA
Magazine, IEEE, Computer Society, Oct 2010. (DOI: 10.2417/2201010.003362) Abstract-Bibtex [pdf]
(309.0kB
)
- Coordinating Learning Agents for Multiple Resource Job Scheduling. K. Tumer and J. Lawson. In M. Taylor and K. Tuyls,
editors, Adaptive Agents and Multi-Agent Systems IV, Lecture notes in AI, Springer, 2010. Abstract-Bibtex
2009
- Learning Indirect Actions in Complex Domains: Action Suggestions for Air Traffic Control. A. K. Agogino and K. Tumer.
Advances in Complex Systems, 12(4-5):493–512, 2009. Abstract-Bibtex [pdf]
(1003.1kB
)
- Improving Air Traffic Management through Agent Suggestions (extended abstract). A. Agogino and K. Tumer. In Proceedings
of the Eighth International Joint Conference on Autonomous Agents and Multiagent Systems, Budapest, Hungary, May
2009. Abstract-Bibtex [pdf]
(133.6kB
)
- Intelligent Engineering Systems through Artificial Neural Networks, C. Dagli, K. M. Bryden, M. Gen, S. Corns,
G. Suer, and K. Tumer, editors. ASME, New York, 2009. Abstract-Bibtex
- Learning from Actions Not Taken: A Multiagent Learning Algorithm (extended abstract). N. Khani and K. Tumer. In Proceedings
of the Eighth International Joint Conference on Autonomous Agents and Multiagent Systems, Budapest, Hungary, May
2009. Abstract-Bibtex
- Improving Air Traffic Management with A Learning Multiagent System. K. Tumer and A. K. Agogino. Intelligent Systems,
24(1), IEEE, Computer Society, Jan/Feb 2009. Abstract-Bibtex [pdf]
(709.4kB
)
- Learning from Actions Not Taken in Multiagent Systems. K. Tumer and N. Khani. Advances in Complex Systems, 12(4-5):455–473,
2009. Abstract-Bibtex [pdf]
(351.7kB
)
- Multiagent Learning for Black Box System Reward Functions. K. Tumer and A. K. Agogino. Advances in Complex Systems,
12(4-5):475–492, 2009. Abstract-Bibtex [pdf]
(350.7kB
)
- Traffic Congestion Management as a Learning Agent Coordination Problem. K. Tumer, A. K. Agogino, and Z. Welch. In A.
Bazzan and F. Kluegl, editors, Multiagent Architectures for Traffic and Transportation Engineering, pp. 261–279,
Lecture notes in AI, Springer, 2009. Abstract-Bibtex [pdf]
(280.0kB
)
- Multiagent Coordination for Multiple Resource Job Scheduling. K. Tumer and J. Lawson. In AAMAS-08 Workshop on Adaptive
and Learning Agents, May 2009. Abstract-Bibtex
2008
- Ensemble Clustering with Voting Active Labels. A. K. Agogino and K. Tumer. Pattern Recognition Letters, 29(14):1947–1953,
2008. Abstract-Bibtex
- Analyzing and Visualizing Multiagent Rewards in Dynamic and Stochastic Environments. A. K. Agogino and K. Tumer. Journal
of Autonomous Agents and Multi-Agent Systems, 17(2):320–338, 2008. Abstract-Bibtex [pdf]
(666.9kB
)
- Efficient Evaluation Functions for Evolving Coordination. A. K. Agogino and K. Tumer. Evolutionary Computation,
16(2):257–288, 2008. Abstract-Bibtex [pdf]
(825.8kB
)
- Regulating Air Traffic Flow with Coupled Agents. A. Agogino and K. Tumer. In Proceedings of the Seventh International
Joint Conference on Autonomous Agents and Multiagent Systems, Estoril, Portugal, May 2008. Abstract-Bibtex [pdf]
(405.5kB
)
- A Multiagent Approach to Hyper-Redundant Manipulators. D. Hennes, K. Tumer, and K. Tuyls. In AAMAS-08 Workshop on
Adaptive and Learning Agents, Estoril, Portugal, May 2008. Abstract-Bibtex
- Optimization of Sensor/Neuro-Controller Pairings for Effective Navigation. J. Junell, M. Knudson, and K. Tumer. In
Intelligent Engineering Systems through Artificial Neural Networks, pp. 19–26, ASME Press, 2008. Abstract-Bibtex
- Fast Multiagent Learning: Cashing in on Team Knowledge. N. Khani and K. Tumer. In Intelligent Engineering Systems
through Artificial Neural Networks, pp. 3–10, ASME Press, 2008. 1st runner up for best theoretical development
paper award. Abstract-Bibtex
- Neuro-Evolutionary Navigation for Resource-Limited Mobile Robots . M. Knudson and K. Tumer. In Intelligent Engineering
Systems through Artificial Neural Networks, pp. 27–34, ASME Press, 2008. 2nd runner up for best application
paper award. Abstract-Bibtex
- Towards Coordinating Autonomous Robots for Exploration in Dynamic Environments. M. Knudson and K. Tumer. In Intelligent
Engineering Systems through Artificial Neural Networks, pp. 587–594, ASME Press, 2008. Abstract-Bibtex
- Testing a Purportedly More Learnable Auction Mechanism. K. L. Milkman, J. Burns, D. C. Parkes, G. Barron, and K. Tumer.
Applied Economics Research Bulletin, Special Issue (Auctions), 1:107–140, 2008. Abstract-Bibtex
- Applications of Ensemble Methods (Guest Editorial). N. C. Oza and K. Tumer. Information Fusion, 9(1):2–3,
2008. Abstract-Bibtex
- Classifier Ensembles: Select Real World Applications. N. C. Oza and K. Tumer. Information Fusion, 9(1):4–20,
2008. Abstract-Bibtex
- A Neuro-evolutionary Approach to Micro Aerial Vehicle Control. M. Salichon and K. Tumer. In Intelligent Engineering
Systems through Artificial Neural Networks, pp. 11–18, ASME Press, 2008. Abstract-Bibtex
- Adaptive Management of Air Traffic Flow: A Multiagent Coordination Approach. K. Tumer and A. Agogino. In Proceedings
of the Twenty Third AAAI Conference on Artificial Intelligence, Nectar Track, Chicago, IL, July 2008. Abstract-Bibtex [pdf]
(244.2kB
)
- Aligning social welfare and agent preferences to alleviate traffic congestion. K. Tumer, Z. Welch, and A. Agogino.
In Proceedings of the Seventh International Joint Conference on Autonomous Agents and Multiagent Systems, Estoril,
Portugal, May 2008. Abstract-Bibtex [pdf]
(216.2kB
)
2007
- Evolving Distributed Agents for Managing Air Traffic. A. Agogino and K. Tumer. In Proceedings of the Genetic and
Evolutionary Computation Conference, London, UK, July 2007. Abstract-Bibtex
- Effective Policies for Resource Limited Agents. M. Knudson and K. Tumer. In AAMAS-07 Workshop on Adaptive and Learning
Agents, Honolulu, HI, May 2007. Abstract-Bibtex
- Coordinating Multi-Rover Systems: Evaluation Functions for Dynamic and Noisy Environments. K. Tumer and A. K. Agogino.
In S. Yang, editors, Evolutionary Computation in Dynamic and Uncertain Environments, pp. 371–388, Springer, 2007. Abstract-Bibtex
- Distributed Agent-Based Air Traffic Flow Management. K. Tumer and A. Agogino. In Proceedings of the Sixth International
Joint Conference on Autonomous Agents and Multiagent Systems, pp. 330–337, Honolulu, HI, May 2007.
Best paper award (Out of 531 submissions) Abstract-Bibtex [pdf]
(544.3kB
)
2006
- Handling Communication Restrictions and Team Formation in Congestion Games. A. K. Agogino and K. Tumer. Journal
of Autonomous Agents and Multi-Agent Systems, 13(1):97–115, 2006. Abstract-Bibtex [pdf]
(349.8kB
)
- QUICR-Learning for Multiagent Coordination. A. Agogino and K. Tumer. In Proceedings of the 21st National Conference
on Artificial Intelligence, Boston, MA, July 2006. Abstract-Bibtex [pdf]
(157.5kB
)
- Distributed Evaluation Functions for Fault Tolerant Multi Rover Systems. A. Agogino and K. Tumer. In Proceedings
of the Genetic and Evolutionary Computation Conference, Seattle, WA, July 2006. Abstract-Bibtex [pdf]
(633.2kB
)
- Efficient Agent-Based Cluster Ensembles. A. Agogino and K. Tumer. In Proceedings of the Fifth International Joint
Conference on Autonomous Agents and Multiagent Systems, Hakodate, Japan, May 2006. Abstract-Bibtex [pdf]
(312.5kB
)
- Entropy Based Anomaly Detection Applied to Space Shuttle Main Engines. A. Agogino and K. Tumer. In Proceedings of
the IEEE Aerospace Conference, Big Sky, MO, March 2006. Abstract-Bibtex [pdf]
(1.6MB
)
- Learning agents for distributed and robust spacecraft power management. S. Airiau, K. Tumer, and A. Agogino. In AAMAS-06
Workshop on Adaptation and Learning in Autonomous Agents and MultiAgent Systems, Hakodate, Japan, May 2006. Abstract-Bibtex
- Efficient Agent-Based Models for Non-Genomic Evolution. N. Gupta, A. Agogino, and K. Tumer. In Proceedings of the
Fifth International Joint Conference on Autonomous Agents and Multiagent Systems, Hakodate, Japan, May 2006. Abstract-Bibtex [pdf]
(239.2kB
)
- Efficient Reward Functions for Adaptive Multi-Rover Systems. K. Tumer and A. K. Agogino. In K. Tuyls, P. Jan't Hoen,
S. Sen, and K. Verbeeck, editors, Learning and Adaptation in MultiAgent Systems, pp. 177–191, Lecture notes in
AI, Springer, 2006. Abstract-Bibtex
- Coordinating Simple and Unreliable Agents. K. Tumer. In Proceedings of the Fifth International Joint Conference
on Autonomous Agents and Multiagent Systems, Hakodate, Japan, May 2006. (short paper) Abstract-Bibtex
- Robust Coordination of a Large Set of Simple Rovers. K. Tumer and A. Agogino. In Proceedings of the IEEE Aerospace
Conference, Big Sky, MO, March 2006. Abstract-Bibtex
- Agent Reward Shaping for Alleviating Traffic Congestion. K. Tumer and A. Agogino. In AAMAS-06 Workshop on Agents
in Traffic and Transportation, Hakodate, Japan, May 2006. Abstract-Bibtex
2005
- Multiagent Reward Analysis for Learning in Noisy Domains. A. Agogino and K. Tumer. In Proceedings of the Fourth
International Joint Conference on Autonomous Agents and Multiagent Systems, Utrecht, Netherlands, July 2005. Abstract-Bibtex [pdf]
(258.2kB
)
- Efficient Credit Assignment through Evaluation Function Decomposition. A. Agogino, K. Tumer, and R. Miikulainen. In
The Genetic and Evolutionary Computation Conference, Washington, DC, June 2005. Abstract-Bibtex [pdf]
(199.9kB
)
- Reinforcement Learning in Large Multi-agent Systems. A. Agogino and K. Tumer. In AAMAS-05 Workshop on Coordination
of Large Scale Multiagent Systems, Utrecht, Netherlands, July 2005. Abstract-Bibtex [pdf]
(186.4kB
)
- Designing Agent Utilities for Coordinated, Scalable and Robust Multiagent Systems. K. Tumer. In P. Scerri, R. Mailler,
and R. Vincent , editors, Challenges in the Coordination of Large Scale Multiagent Systems, pp. 173–188, Springer,
2005. Abstract-Bibtex [pdf]
(194.9kB
)
- Coordinating Multi-Rover Systems: Evaluation Functions for Dynamic and Noisy Environments. K. Tumer and A. Agogino.
In The Genetic and Evolutionary Computation Conference, Washington, DC, June 2005. Abstract-Bibtex [pdf]
(291.4kB
)
- Complexity Signatures for System Health Monitoring. K. Tumer and A. Agogino. In Proceedings of the IEEE Aerospace
Conference, Big Sky, MO, March 2005. Abstract-Bibtex [pdf]
(330.8kB
)
- Efficient Reward Functions for Adaptive Multi-Rover Systems. K. Tumer and A. Agogino. In AAMAS-05 Workshop on Learning
and Adaptation in Multiagent Systems, Utrecht, Netherlands, July 2005. Abstract-Bibtex [pdf]
(304.8kB
)
- A Distributed and Adaptive Health and Mission Management Architecture (extended abstract). K. Tumer, S. Uckun, and
A. Agogino. In Integrated Systems Health Managemet Conference, Cincinnati, OH, August 2005. Abstract-Bibtex
2004
- Unifying Temporal and Structural Credit Assignment Problems. A. Agogino and K. Tumer. In Proceedings of the Third
International Joint Conference on Autonomous Agents and Multiagent Systems, New York, NY, July 2004. Abstract-Bibtex [pdf]
(239.9kB
)
- Efficient Evaluation Functions for Multi-Rover Systems. A. Agogino and K. Tumer. In The Genetic and Evolutionary
Computation Conference, pp. 1–12, Seattle, WA, June 2004. Abstract-Bibtex [pdf]
(284.7kB
)
- Providing Effective Access to Shared Resources: A COIN Approach. S. Airau, S. Sen, D. Wolpert, and K. Tumer. In G.
Di Marzo Serugendo, A. Karageorgos, O. F. Rana, and F. Zambonelli, editors, Engineering Self-Organizing Systems: Nature-Inspired
Approaches to Software Engineering, Lecture Notes in Computer Science, pp. 249–264, Springer-Verlag, 2004. Abstract-Bibtex [pdf]
(208.5kB
)
- Collectives and the Design of Complex Systems, K. Tumer and D. Wolpert, editors. Springer, New York, 2004.
Available from the publisher's
website. ISBN 0-387-40165-2. Abstract-Bibtex
- A Survey of Collectives. K. Tumer and D. Wolpert. In K. Tumer and D. Wolpert, editors, Collectives and the Design
of Complex Systems, pp. 1–42, Springer, 2004. Abstract-Bibtex [pdf]
(259.7kB
)
- Overcoming Communication Restrictions in Collectives. K. Tumer and A. Agogino. In Proceedings of the International
Joint Conference on Neural Networks, Budapest, Hungary, July 2004. Abstract-Bibtex [pdf]
(114.4kB
)
- Time-Extended Policies in Multiagent Reinforcement Learning. K. Tumer and A. Agogino. In Proceedings of the Third
International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 1336–1337, New York, NY, July 2004. Abstract-Bibtex [pdf]
(72.2kB
)
- Coordination in large Multiagent Systems. K. Tumer. In AAMAS-04 Workshop on Challenges in the Coordination of Large
Scale Multiagent Systems, New York, NY, July 2004. Abstract-Bibtex
- Coordination in Large Collectives. K. Tumer and D. Wolpert. In Y. Bar-Yam, editors, Fifth International Conference
on Complex Systems, Perseus Books, 2004. Abstract-Bibtex
- Improving Search Algorithms by Using Intelligent Coordinates. D. H. Wolpert, K. Tumer, and E. Bandari. Physical
Review E, 69, 2004. Abstract-Bibtex [pdf]
(107.0kB
)
2003
- Team Formation and Communication Restrictions in Collectives. A. Agogino and K. Tumer. In Proceedings of the Second
International Joint Conference on Autonomous Agents and Multiagent Systems, Melbourne, Australia, July 2003. (short
paper) Abstract-Bibtex [pdf]
(81.5kB
)
- Providing Effective Access to Shared Resources: A COIN Approach. S. Airau, S. Sen, D. Wolpert, and K. Tumer. In AAMAS-03
Workshop on Engineering Self-Organizing Systems, Melbourne, Australia, July 2003. Abstract-Bibtex
- Classification of Aircraft Maneuvers for Fault Detection. N. C. Oza, I. Y. Tumer, K. Tumer, and E. Huff. In Proceedings
of the Fourth International Workshop on Multiple Classifier Systems, pp. 375–384, Springer, Surrey,
UK, June 2003. Abstract-Bibtex
- Bayes Error Rate Estimation using Classifier Ensembles. K. Tumer and J. Ghosh. International Journal of Smart Engineering
System Design, 5(2):95–110, 2003. Abstract-Bibtex [pdf]
(464.1kB
)
- Input Decimated Ensembles. K. Tumer and N. C. Oza. Pattern Analysis and Applications, 6(1):65–77, 2003. Abstract-Bibtex [pdf]
(321.5kB
)
- Collectives for Multiple Resource Job Scheduling Across Heterogeneous Servers. K. Tumer and J. Lawson. In Proceedings
of the Second International Joint Conference on Autonomous Agents and Multiagent Systems, Melbourne, Australia, July
2003. (short paper) Abstract-Bibtex
2002
- Robust Combining of Disparate Classifiers through Order Statistics. K. Tumer and J. Ghosh. Pattern Analysis and
Applications, 5(2):189–200, 2002. Abstract-Bibtex [pdf]
(324.6kB
)
- Learning Sequences of Actions in Collectives of Autonomous Agents. K. Tumer, A. Agogino, and D. Wolpert. In Proceedings
of the First International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 378–385, Bologna,
Italy, July 2002. Abstract-Bibtex [pdf]
(241.8kB
)
- Collective Intelligence, Data Routing and Braess' Paradox. D. H. Wolpert and K. Tumer. Journal of Artificial Intelligence
Research, 16:359–387, 2002. Abstract-Bibtex [pdf]
(226.9kB
)
- Optimal Payoff Functions for Members of Collectives. D. H. Wolpert and K. Tumer. In F. Schweitzer, editors, Modeling
Complexity in Economic and Social Systems, pp. 355–369, World Scientific, 2002. Abstract-Bibtex
- Beyond Mechanism Design. D. H. Wolpert and K. Tumer. In ICM Game Theory Conference, ``Heterogeneous and Social Games''
Special Session, Qingdao, China, August 2002. Abstract-Bibtex
- Overview of Design of Collectives. D. H. Wolpert and K. Tumer. In Robosphere 2002: Self Sustaining Robotic Ecologies,
pp. 11–16, Moffett Field, CA., November 2002. Abstract-Bibtex
2001
- Input Decimated Ensembles: Decorrelation through Dimensionality Reduction. N. C. Oza and K. Tumer. In
Kittler, J. and Roli, F., editors, Proceedings of the Second International Workshop on Multiple Classifier
Systems, pp. 238–249, Springer, Cambridge, UK, June 2001. Abstract-Bibtex [pdf]
(131.7kB
)
- Optimal Payoff Functions for Members of Collectives. D. H. Wolpert and K. Tumer. Advances in Complex Systems,
4(2/3):265–279, 2001. Abstract-Bibtex [pdf]
(276.5kB
)
- Optimal Reward Functions in Distributed Reinforcement Learning. D. H. Wolpert and K. Tumer. In Proceedings of
the Second Asia-Pacific Conference on Intelligent Agent Technology (IAT-2001), Maebashi City, Japan, October 2001. Abstract-Bibtex
- Reinforcement Learning in Distributed Domains: Beyond Team Games. D. H. Wolpert, J. Sill, and K. Tumer. In Proceedings
of the Seventeenth International Joint Conference on Artificial Intelligence, pp. 819–824, Seattle, WA, 2001. Abstract-Bibtex [pdf]
(257.3kB
)
- Reinforcement Learning in Distributed Domains: An Inverse game Theoretic Approach. D. H. Wolpert and K. Tumer. In 2001
AAAI Spring Symposium on Game Theoretic and Decision Theoretic Agents, Stanford, CA, March 2001. Abstract-Bibtex
2000
- Ensemble Techniques for Data Mining in Heterogeneous Environments. J. Ghosh and K. Tumer. In Institute for Operations
Research and the Management Sciences Conferences, San Antonio, TX, November 2000. Abstract-Bibtex
- Robust Order Statistics Based Ensembles for Distributed Data Mining. K. Tumer and J. Ghosh. In H. Kargupta and P. Chan,
editors, Advances in Distributed and Parallel Knowledge Discovery, pp. 185–210, AAAI/MIT Press, 2000. Abstract-Bibtex [pdf]
(191.6kB
)
- Collective Intelligence and Braess' Paradox. K. Tumer and D. H. Wolpert. In Proceedings of the Seventeenth National
Conference on Artificial Intelligence, pp. 104–109, Austin, TX, 2000. Abstract-Bibtex [pdf]
(202.1kB
)
- Designing Reward Functions for Multiagent Systems: A Collective Intelligence Approach. K. Tumer and D. H. Wolpert.
In ICML-2000 Workshop on Multiagent Learning: Theory and Practice, Stanford, CA, July 2000. Abstract-Bibtex
- Collective Intelligence for Optimization. D. H. Wolpert and K. Tumer. Pages 48-50 of collective article: ``Statistical
Machine Learning for Large Scale Optimization'', J. Boyan, W. Buntine, and A. Jagota (Eds.), Neural Computing Surveys,
3:1–60, 2000. Abstract-Bibtex
- Collective Intelligence for Control of Distributed Dynamical Systems. D. H. Wolpert, K. Wheeler, and K. Tumer. Europhysics
Letters, 49(6), March 2000. Abstract-Bibtex
- Adaptivity in Agent-Based Routing for Data Networks. D. H. Wolpert, S. Kirshner, C. J. Merz, and K. Tumer. In Proceedings
of the fourth International Conference of Autonomous Agents, pp. 396–403, Barcelona, Spain, 2000. Abstract-Bibtex [pdf]
(162.0kB
)
- Illustration of the COIN Approach to the Design of Multiagent Systems. D. H. Wolpert and K. Tumer. In AGENTS-00/ECML-00
Workshop on Learning Agents, Barcelona, Spain, June 2000. Abstract-Bibtex
1999
- Strategic Behavior, Learning and the Efficient Allocation of Network Resources. A. M. Bell, W. Sethares, D. Lucking-Reiley,
D. H. Wolpert, K. Tumer, and J. Frank. In International Congress on Networks, Groups and Coalitions, Manresa, Spain,
May 1999. Abstract-Bibtex
- Linear and Order Statistics Combiners for Pattern Classification. K. Tumer and J. Ghosh. In A. J. C. Sharkey, editors,
Combining Artificial Neural Nets: Ensemble and Modular Multi-Net Systems, pp. 127–162, Springer-Verlag, London,
1999. Abstract-Bibtex [pdf]
(350.7kB
)
- Decimated Input Ensembles for Improved Generalization. K. Tumer and N. C. Oza. In Proceedings of the International
Joint Conference on Neural Networks, Washington, D.C., July 1999. Abstract-Bibtex
- General Principles of Learning-Based Multiagent Systems. D. H. Wolpert, K. Wheeler, and K. Tumer. In Proceedings
of the Third International Conference of Autonomous Agents, pp. 77–83, May 1999. Abstract-Bibtex [pdf]
(237.9kB
)
- Using Collective Intelligence to Route Internet Traffic. D. H. Wolpert, K. Tumer, and J. Frank. In Advances in Neural
Information Processing Systems - 11, pp. 952–958, MIT Press, 1999. Abstract-Bibtex [pdf]
(124.6kB
)
- Collective Intelligence. D. H. Wolpert and K. Tumer. In Fourth Workshop on Economics with Heterogeneous Interacting
Agents, Genoa, Italy, June 1999. Abstract-Bibtex
- Collective Intelligence for Optimization. D. H. Wolpert and K. Tumer. In IJCAI-99 Workshop on Statistical Machine
Learning for Large Scale Optimization, Stockholm, Sweden, July 1999. Abstract-Bibtex
- Collective Intelligence for Network Routing. D. Wolpert, K. Tumer, and A. M. Bell. In AAAI-99 Workshop, Orlando,
FL, July 1999. Abstract-Bibtex
1998
- Ensembles of Radial Basis Function Networks for Spectroscopic Detection of Cervical Pre-Cancer. K. Tumer, N. Ramanujam,
J. Ghosh, and R. Richards-Kortum. IEEE Transactions on Biomedical Engineering, 45(8):953–961, 1998. Abstract-Bibtex [pdf]
(111.9kB
)
- A Mutual Information Based Ensemble Method to Estimate the Bayes Error. K. Tumer, K. D. Bollacker, and J. Ghosh. In
Intelligent Engineering Systems through Artificial Neural Networks, pp. 17–22, ASME Press, 1998. Abstract-Bibtex
- Classifier Combining through Trimmed Means and Order Statistics. K. Tumer and J. Ghosh. In Proceedings of the International
Joint Conference on Neural Networks, pp. 757–762, Anchorage, AL, June 1998. Abstract-Bibtex [pdf]
(81.9kB
)
1997
- Spectroscopic Detection of Cervical Pre-Cancer through Radial Basis Function Networks. K. Tumer, N. Ramanujam, R.
Richards-Kortum, and J. Ghosh. In Advances in Neural Information Processing Systems - 9, pp. 981–987, M.I.T.
Press, 1997. Abstract-Bibtex
1996
- Integration of Neural Classifiers for Passive Sonar Signals. J. Ghosh, K. Tumer, S. Beck, and L. Deuser. In C.T. Leondes,
editors, Control and Dynamic Systems---Advances in Theory and Applications, pp. 301–338, Academic Press, 1996. Abstract-Bibtex
- Analysis of Decision Boundaries in Linearly Combined Neural Classifiers. K. Tumer and J. Ghosh. Pattern Recognition,
29(2):341–348, 1996. Abstract-Bibtex [pdf]
(156.2kB
)
- Error Correlation and Error Reduction in Ensemble Classifiers. K. Tumer and J. Ghosh. Connection Science, 8(3/4):385–404,
1996. Abstract-Bibtex [pdf]
(211.2kB
)
- Estimating the Bayes Error Rate Through Classifier Combining. K. Tumer and J. Ghosh. In Proceedings of the Thirteenth
International Conference on Pattern Recognition, pp. IV:695–99, Vienna, Austria, August 1996. Abstract-Bibtex
- Classifier Combining: Analytical Results and Implications. K. Tumer and J. Ghosh. In Integrating Multiple Learned
Models for Improving and Scaling Machine Learning Algorithms, workshop at the Thirteenth National Conference on Artificial
Intelligence, Portland, OR, August 1996. Abstract-Bibtex
- Linear and Order Statistics Combiners for Reliable Pattern Classification. K. Tumer. Ph.D. Thesis, The University
of Texas, Austin, TX, 1996. Abstract-Bibtex
1995
- Designing Genetic Algorithms for the State Assignment Problem. J. N. Amaral, K. Tumer, and J. Ghosh. IEEE Transactions
on Systems, Man and Cybernetics, 25(4):687–695, April 1995. Abstract-Bibtex [pdf]
(116.0kB
)
- Limits to Performance Gains in Combined Neural Classifiers. K. Tumer and J. Ghosh. In Intelligent Engineering Systems
through Artificial Neural Networks, pp. 419–424, St. Louis, November 1995. Abstract-Bibtex
- Order Statistics Combiners for Neural Classifiers. K. Tumer and J. Ghosh. In Proceedings of the World Congress on
Neural Networks, pp. I:31–34, INNS Press, Washington D.C., July 1995. Abstract-Bibtex
- Boundary Variance Reduction for Improved Classification through Hybrid Networks (Invited Paper). K. Tumer
and J. Ghosh. In Applications and Science of Artificial Neural Networks, Proceedings of the SPIE (Vol. 2492), pp.
573–584, April 1995. Abstract-Bibtex
1994
- Structural Adaptation and Generalization in Supervised Feedforward Networks. J. Ghosh and K. Tumer. Journal of Artificial
Neural Networks, 1(4):431–458, 1994. Abstract-Bibtex [pdf]
(7.2MB
)
- A Framework for Estimating Performance Improvements in Hybrid Pattern Classifiers. K. Tumer and J. Ghosh.
In Proceedings of the World Congress on Neural Networks, pp. III:220–225, INNS Press, San Diego, June 1994. Abstract-Bibtex
- Sequence Recognition by Input Anticipation. K. Tumer and J. Ghosh. In Proceedings of the Seventh International Conference
on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, Austin, TX, June 1994. Abstract-Bibtex
1992
- Applying Genetic Algorithms to the State Assignment Problem: A case study. J. N. Amaral, J. Ghosh, and K. Tumer.
In Adaptive and Learning Systems, Proceedings of the SPIE (Vol. 1706), pp. 2–13, Orlando, FL, April 1992. Abstract-Bibtex
- Integration of Local and Global Neural Classifiers for Passive Sonar Signals. J. Ghosh, K. Tumer, S. Beck, and L.
Deuser. In Proceedings of the International Simulation Technology Conference, pp. 539–545, Houston, TX, November
1992. Abstract-Bibtex
- Structural Adaptation and Generalization in Neural Networks. K. Tumer. Master's Thesis, The University of Texas, Austin,
TX,1992. Abstract-Bibtex
1991
- A New Algorithm for Automatic Shoulder Bed Correction. K. Tumer, D. Torres, and R. Chemali. In Transactions of the
Society of Professional Well Log Analysts' 32nd Annual Logging Symposium, SPWLA, Midland, TX, June 1991. Abstract-Bibtex
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(written by Patrick Riley
) on
Wed Apr 01, 2020 17:39:43