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AR
2004
84views more  AR 2004»
13 years 4 months ago
Reinforcement learning of humanoid rhythmic walking parameters based on visual information
This paper presents a method for learning the parameters of rhythmic walking to generate purposive humanoid motions. The controller consists of the two layers: rhythmic walking is...
Masaki Ogino, Yutaka Katoh, Masahiro Aono, Minoru ...
ICRA
2007
IEEE
121views Robotics» more  ICRA 2007»
13 years 11 months ago
Reinforcement Learning for Operational Space Control
Jan Peters, Stefan Schaal
CORR
2011
Springer
186views Education» more  CORR 2011»
12 years 8 months ago
A Real-Time Model-Based Reinforcement Learning Architecture for Robot Control
Todd Hester, Michael Quinlan, Peter Stone
ICML
2007
IEEE
14 years 5 months ago
Reinforcement learning by reward-weighted regression for operational space control
Many robot control problems of practical importance, including operational space control, can be reformulated as immediate reward reinforcement learning problems. However, few of ...
Jan Peters, Stefan Schaal