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ICRA
2008
IEEE
134views Robotics» more  ICRA 2008»
15 years 10 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
15 years 9 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
119
Voted
ICEC
1996
101views more  ICEC 1996»
15 years 5 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»
14 years 11 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