3 search results - page 1 / 1 » Model-based reinforcement learning with nearly tight explora... |
77
Voted
ICML
2010
IEEE
14 years 10 months ago
2010
IEEE
76
Voted
ICML
2009
IEEE
15 years 10 months ago
2009
IEEE
We consider the exploration/exploitation problem in reinforcement learning (RL). The Bayesian approach to model-based RL offers an elegant solution to this problem, by considering...
ATAL
2006
Springer
15 years 1 months ago
2006
Springer
Factored representations, model-based learning, and hierarchies are well-studied techniques for improving the learning efficiency of reinforcement-learning algorithms in large-sca...