| Mechanical Engineering | Phone: (541) 740.3425 |
| 204 Rogers Hall | Fax: (541) 737.2600 |
| http://www.engr.orst.edu/~knudsonm/ | |
| Corvallis, OR 97330 | matt.knudson@gmail.com |
Education
Ph.D. Mechanical Engineering, Oregon State University, 2009
M.S. Mechanical Engineering, Oregon State University, 2008
Computer Science MinorB.S. Electrical and Electronics Engineering, Oregon State University, 2005
Control Systems Elective
Research Experience
Post Doctoral Researcher 2009 - PresentDr. Kagan Tumer Oregon State University - Mechanical EngineeringResearch focus on the coordination of large networks of "smart" sensors for application to advanced power plants. Includes objective design, state/action space selections, inter-agent communication, and simulation technology. Project is funded by the Department of Energy through the NETL.
Research Assistant 2006 - PresentDr. Kagan Tumer Oregon State University - Mechanical EngineeringResearch focus on coordination of limited resource mobile robots in partially observable, dynamic environments. This includes but is not limited to physical robot implementations, online adaptive navigation algorithms, multi-agent objective structures, promoting emergent partnerships among individuals, and passive communication techniques.
Systems Architect 2004 - 2006Dr. Belinda Batten Oregon State University - Mechanical EngineeringInvestigation of low-cost, low-power control solutions for application to autonomous ground vehicle, specific to the DARPA Grand Challenge competition. This includes but is not limited to Fuzzy Logic multi-layer control, operating system design, sensor interfacing and processing, hardware implementation, and extensive diagnostics and autonomous system behavior evaluation.
Teaching Experience
Instructor, System Dynamics and Control (Upper Division), Oregon State University, Winter 2010
Instructor, Mechatronics (Upper Division), Oregon State University, Spring 2007 and Spring 2008
Teaching Assistant, System Dynamics and Control (Upper Division), Oregon State University, Fall/Winter 2005-2008
Publications
Knudson, M. "Navigation and Coordination of Autonomous Mobile Robots with Limited Resources"
Ph.D. Dissertation, Mechanical Engineering, Oregon State University, 2009 (submitted for publication)
Knudson, M. and Tumer, K. "Robot Coordination with Ad-hoc Team Formation"
Autonomous Agents and Multiagent Systems (AAMAS), 2010 (submitted for publication)
Knudson, M. and Tumer, K. "Policy Search and Policy Gradient Methods for Autonomous Navigation"
Autonomous Agents and Multiagent Systems (AAMAS), 2010 (submitted for publication)
Knudson, M. and Tumer, K. "Coordinating Autonomous Robots for Exploration in Dynamic Environments"
Artificial Neural Networks in Engineering, 2008 - Session Presentation
Knudson, M. and Tumer, K. "Neuro-Evolutionary Navigation for Resource-Limited Mobile Robots"
Artificial Neural Networks in Engineering, 2008 (3rd Place - Best Application Paper) - Session Presentation
Knudson, M. "Applying Hierarchical and Adaptive Control to Coordinating Autonomous Robots"
Master of Science Thesis, Mechanical Engineering, Oregon State University, 2008
Knudson, M. and Schmitt, J. "Mentor Graphics SystemVision Software Curriculum Integration"
American Society for Engineering Education, 2007
Knudson, M. and Tumer, K. "Effective Policies for Resource Limited Agents"
Adaptive and Learning Agents Workshop, Autonomous Agents and Multi-Agent Systems, 2007
Junell, J., Knudson, M., and Tumer, K. "Optimzing Sensor / Neuro-Controller Pairings for Effective Navigation"
Artificial Neural Networks in Engineering, 2008 - Session Presentation
Donnelly, M. and Knudson, M. "Mini-Baja Traction Control System - Mechatronics Modeling"
Society of Automotive Engineers International, 2006 (2006-01-0293)
Honors and Awards
Graduate Teaching Assistant Award, College of Engineering, Oregon State University, September 2007
Outstanding Graduate Teaching Assistant, Mechanical Engineering, Oregon State University, May 2007
Outstanding Service to the Department, Mechanical Engineering, Oregon State University, May 2007
Service
Chair, Tenure Student Evaluation Committee, Dr. Irem Tumer, 2009
Da Vinci Days Kinetic Sculpture engineering judge, Summer 2008
Mentor for cross-discipline senior design team in miniBAJA and Formula SAE, 2005 - 2009
Mentor for ECE senior design team in autonomous ground vehicle research, 2006
Mechanical Engineering graduate student recruitment / orientation, 2005 - 2009
Employment
Xerox, Inc. Wilsonville, ORTest Engineer 06/2006 - 09/2006Designed, implemented, and maintained life-cycle tests for the motion and control department within the solid ink division.
Mentor Graphics, Inc. Wilsonville, OREngineering Intern 06/2006 - 09/2005Designed and merged FPGA software, hardware, and control algorithms as well as create sensor integration software for use with a new product.
Children's Farm Home Corvallis, ORIT Assistant Manager 2002 - 2005Managed information technology services for the Corvallis campus of Trillium Family Services.
Epoch Networks, Inc. (now MegaPath) Irvine, CADatacenter Engineer 1998 - 2001Assisted in the design and maintained large-scale internet service datacenters.
Designed software for automated client statistics tracking, compilation, and monitoring.
Designed software for live network equipment connectivity monitoring including automated diagnostic and repair functionality.