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FUZZY
1999
Springer
314views Fuzzy Logic» more  FUZZY 1999»
13 years 9 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 9 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 10 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