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FUZZY
1999
Springer
314views Fuzzy Logic» more  FUZZY 1999»
13 years 10 months ago
Control of Robot Arm Approach by Fuzzy Pattern Comparison Technique
Mirjana Bonkovic, Darko Stipanicev, Maja Stula
ICRA
2002
IEEE
141views Robotics» more  ICRA 2002»
13 years 10 months ago
Movement Imitation with Nonlinear Dynamical Systems in Humanoid Robots
This article presents a new approach to movement planning, on-line trajectory modiļ¬cation, and imitation learning by representing movement plans based on a set of nonlinear diļ¬...
Auke Jan Ijspeert, Jun Nakanishi, Stefan Schaal
ECML
2005
Springer
13 years 11 months ago
Natural Actor-Critic
This paper investigates a novel model-free reinforcement learning architecture, the Natural Actor-Critic. The actor updates are based on stochastic policy gradients employing Amari...
Jan Peters, Sethu Vijayakumar, Stefan Schaal