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ICRA
2008
IEEE
134views Robotics» more  ICRA 2008»
14 years 2 months ago
Real-time learning of resolved velocity control on a Mitsubishi PA-10
Abstract— Learning inverse kinematics has long been fascinating the robot learning community. While humans acquire this transformation to complicated tool spaces with ease, it is...
Jan Peters, Duy Nguyen-Tuong
CIG
2005
IEEE
14 years 1 months ago
Adapting Reinforcement Learning for Computer Games: Using Group Utility Functions
AbstractGroup utility functions are an extension of the common team utility function for providing multiple agents with a common reinforcement learning signal for learning cooperat...
Jay Bradley, Gillian Hayes
ICEC
1996
101views more  ICEC 1996»
13 years 9 months ago
A Genetic Algorithm-Based Controller for Decentralized Multi-Agent Robotic Systems
-- In this paper the results of evolution on the task performance of a robot colony are discussed. The cognitive architecture of individual robots of a colony are modified, using g...
Arvin Agah, George A. Bekey
CDC
2010
IEEE
137views Control Systems» more  CDC 2010»
13 years 2 months ago
Control of large 1D networks of double integrator agents: Role of heterogeneity and asymmetry on stability margin
We consider the distributed control of a network of heterogeneous agents with double integrator dynamics to maintain a rigid formation in 1D. The control signal at a vehicle is all...
He Hao, Prabir Barooah