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Michael Stilman
PhD Student No longer a member of RI.
For more information, see my personal homepage.
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Humanoid Robotics: Robots that look, think and act in a way that we perceive as human or intelligent. Dexterous, mobile robots that resemble human beings are a reality. In my research, I strive to develop algorithms for planning and control that would enable these robots to autonomously perform human tasks.
Human tasks, from everyday housekeeping to complex search and rescue, almost always require significant interaction with the environment. Pushing objects out of the way, using tools and supports are all examples of the immense possibilities for environment contact. Humans not only excercise such contact routinely, but do so intuitively - often subconsciously. I believe that choosing meaningful contacts and performing useful manipulation that is unspecified in a robot's task would not only expand the skillset of current robots, but also demonstrate progress towards Artificial Intelligence in the physical world.
In contrast to humans, robots have no intuition. At least not yet. Real-world settings could contain hundreds of objects, not to mention the unlimited possibilities for support. How would the robot decide which environment interactions are useful? How would it plan to perform the interactions with guarantees of safety and stability? What would it do if something went wrong? These are the questions I address in my research.
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artificial intelligence, control, humanoid robotics, legged locomotion, manipulation, and motion planning
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Planning and Autonomy Lab - Autonomous motion planning and control of humanoid robots,
quadrupeds, mobile manipulators, and UAVs.
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Dynamic Biped - We are developing a new series of bipedal walking robots that use passive-dynamic principles.
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Note: This list may not be comprehensive. It contains only those publications in the RI publications database. Entries are listed in reverse chronological order.
- Navigation Among Movable Obstacles
M. Stilman
doctoral dissertation, tech. report CMU-RI-TR-07-37, Robotics Institute, Carnegie Mellon University, October, 2007.
[Abstract]
Download: pdf [10532 KB] copyrighted
- Planning and Executing Navigation Among Movable Obstacles
M. Stilman, K. Nishiwaki, S. Kagami, and J. Kuffner
IEEE/RSJ Int. Conf. On Intelligent Robots and Systems (IROS 06), October, 2006, pp. 820 - 826.
[Abstract]
Download: pdf [1924 KB] copyrighted
- Task Constrained Motion Planning in Robot Joint Space
M. Stilman
tech. report CMU-RI-TR-06-43, Robotics Institute, Carnegie Mellon University, September, 2006.
[Abstract]
Download: pdf [1919 KB] copyrighted
- Planning Among Movable Obstacles with Artificial Constraints
M. Stilman and J. Kuffner
Workshop on the Algorithmic Foundations of Robotics, July, 2006.
[Abstract]
Download: pdf [2011 KB] copyrighted
- Navigation Among Movable Obstacles: Real-Time Reasoning in Complex Environments
M. Stilman and J. Kuffner
International Journal of Humanoid Robotics, Vol. 2, No. 4, December, 2005, pp. 479-504.
[Abstract]
Download: pdf [3265 KB] copyrighted
- Augmented Reality for Robot Development and Experimentation
M. Stilman, P. Michel, J. Chestnutt, K. Nishiwaki, S. Kagami, and J. Kuffner
tech. report CMU-RI-TR-05-55, Robotics Institute, Carnegie Mellon University, November, 2005.
[Abstract]
Download: pdf [7275 KB] copyrighted
- Dynamic Programming in Reduced Dimensional Spaces:
Dynamic Planning For Robust Biped Locomotion
M. Stilman, C. Atkeson, J. Kuffner, and G. Zeglin
Proceedings of the IEEE International Conference on Robotics and Automation (ICRA'05), April, 2005, pp. 2399 - 2404.
[Abstract]
Download: pdf [854 KB] copyrighted
- Navigation Among Movable Obstacles: Real-time Reasoning in Complex Environments
M. Stilman and J. Kuffner
Proceedings of the 2004 IEEE International Conference on Humanoid Robotics (Humanoids'04), Vol. 1, December, 2004, pp. 322 - 341.
[Abstract]
Download: pdf [1883 KB] copyrighted
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