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ICRA
2007
IEEE
161views Robotics» more  ICRA 2007»
16 years 1 months ago
Manipulation Planning Among Movable Obstacles
— This paper presents the ResolveSpatialConstraints (RSC) algorithm for manipulation planning in a domain with movable obstacles. Empirically we show that our algorithm quickly g...
Mike Stilman, Jan-Ullrich Schamburek, James Kuffne...
ICRA
2007
IEEE
134views Robotics» more  ICRA 2007»
16 years 1 months ago
Towards a Real-Time Bayesian Imitation System for a Humanoid Robot
Abstract— Imitation learning, or programming by demonstration (PbD), holds the promise of allowing robots to acquire skills from humans with domain-specific knowledge, who nonet...
Aaron P. Shon, Joshua J. Storz, Rajesh P. N. Rao
IROS
2007
IEEE
122views Robotics» more  IROS 2007»
16 years 1 months ago
Design and experimental evaluation of rotor speed regulators for model helicopters in a test bench
— This work is focused on the design of a rotor speed regulator for small-scale helicopters. A nominal model identification for the main rotor is performed using a hybrid proced...
Alexandre Simões Martins, Antônio Pad...
ATAL
2007
Springer
16 years 29 days ago
Theoretical advantages of lenient Q-learners: an evolutionary game theoretic perspective
This paper presents the dynamics of multiple reinforcement learning agents from an Evolutionary Game Theoretic (EGT) perspective. We provide a Replicator Dynamics model for tradit...
Liviu Panait, Karl Tuyls
ECML
2007
Springer
16 years 29 days ago
Safe Q-Learning on Complete History Spaces
In this article, we present an idea for solving deterministic partially observable markov decision processes (POMDPs) based on a history space containing sequences of past observat...
Stephan Timmer, Martin Riedmiller