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NIPS
1993
14 years 11 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
2007
IEEE
162views Robotics» more  ICRA 2007»
15 years 4 months ago
Learning and Evaluation of the Approach Vector for Automatic Grasp Generation and Planning
— In this paper, we address the problem of automatic grasp generation for robotic hands where experience and shape primitives are used in synergy so to provide a basis not only f...
Staffan Ekvall, Danica Kragic
AGENTS
1997
Springer
15 years 2 months ago
TAIPE: Tactical Assistants for Interaction Planning and Execution
Downsizing the number of operators controlling complex systems can increase the decision-making demands on remaining operators, particularly in crisis situations. An answer to thi...
Edmund H. Durfee, Marcus J. Huber, Michael Kurnow,...
ICRA
2006
IEEE
217views Robotics» more  ICRA 2006»
15 years 4 months ago
Complete Coverage Control for Nonholonomic Mobile Robots in Dynamic Environments
— We study the problem of generating continuous steering control for robots to completely cover a bounded region over a finite time. First, we pack the area by disks of minimum ...
Yi Guo, Mohanakrishnan Balakrishnan
ICRA
2005
IEEE
109views Robotics» more  ICRA 2005»
15 years 3 months ago
Controlling Swarms of Robots Using Interpolated Implicit Functions
— We address the synthesis of controllers for large groups of robots and sensors, tackling the specific problem of controlling a swarm of robots to generate patterns specified ...
Luiz Chaimowicz, Nathan Michael, Vijay Kumar