Sciweavers

3412 search results - page 32 / 683
» Efficient Reinforcement Learning
Sort
View
109
Voted
IROS
2006
IEEE
190views Robotics» more  IROS 2006»
15 years 6 months ago
Q-RAN: A Constructive Reinforcement Learning Approach for Robot Behavior Learning
Abstract— This paper presents a learning system that uses Qlearning with a resource allocating network (RAN) for behavior learning in mobile robotics. The RAN is used as a functi...
Jun Li, Achim J. Lilienthal, Tomás Mart&iac...
ICMLA
2010
14 years 10 months ago
Multi-Agent Inverse Reinforcement Learning
Learning the reward function of an agent by observing its behavior is termed inverse reinforcement learning and has applications in learning from demonstration or apprenticeship l...
Sriraam Natarajan, Gautam Kunapuli, Kshitij Judah,...
ATAL
2005
Springer
15 years 6 months ago
Coordinated exploration in multi-agent reinforcement learning: an application to load-balancing
This paper is concerned with how multi-agent reinforcement learning algorithms can practically be applied to real-life problems. Recently, a new coordinated multi-agent exploratio...
Katja Verbeeck, Ann Nowé, Karl Tuyls
104
Voted
ICML
2009
IEEE
16 years 1 months ago
Kernelized value function approximation for reinforcement learning
Gavin Taylor, Ronald Parr
75
Voted
ICML
2008
IEEE
16 years 1 months ago
An analysis of reinforcement learning with function approximation
Francisco S. Melo, Sean P. Meyn, M. Isabel Ribeiro