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AAAI
2006
13 years 9 months ago
Exploration of the Robustness of Plans
Maria Fox, Richard Howey, Derek Long
NIPS
1993
13 years 9 months ago
Robust Reinforcement Learning in Motion Planning
While exploring to nd better solutions, an agent performing online reinforcement learning (RL) can perform worse than is acceptable. In some cases, exploration might have unsafe, ...
Satinder P. Singh, Andrew G. Barto, Roderic A. Gru...
ICRA
1999
IEEE
109views Robotics» more  ICRA 1999»
13 years 12 months ago
Unifying Exploration, Localization, Navigation, and Planning Through a Common Representation
The major themes of our research include the creation of mobile robot systems that are robust and adaptive in rapidly changing environments and the view of integration as a basic ...
Alan C. Schultz, William Adams, Brian Yamauchi, Mi...
AROBOTS
1999
115views more  AROBOTS 1999»
13 years 7 months ago
Integrating Exploration, Localization, Navigation and Planning with a Common Representation
Two major themes of our research include the creation of mobile robot systems that are robust and adaptive in rapidly changing environments, and the view of integration as a basic ...
Alan C. Schultz, William Adams, Brian Yamauchi
ICRA
2005
IEEE
129views Robotics» more  ICRA 2005»
14 years 1 months ago
Dynamic Programming in Reduced Dimensional Spaces: Dynamic Planning For Robust Biped Locomotion
— We explore the use of computational optimal control techniques for automated construction of policies in complex dynamic environments. Our implementation of dynamic programming...
Mike Stilman, Christopher G. Atkeson, James Kuffne...