3412 search results - page 151 / 683 » Efficient Reinforcement Learning |
153
Voted
AUTOMATICA
2008
14 years 11 months ago
2008
Cellular learning automata is a combination of cellular automata and learning automata. The synchronous version of cellular learning automata in which all learning automata in dif...
133
Voted
CSL
2010
Springer
15 years 1 months ago
2010
Springer
This paper describes a statistically motivated framework for performing real-time dialogue state updates and policy learning in a spoken dialogue system. The framework is based on...
84
Voted
CIKM
2000
Springer
15 years 5 months ago
2000
Springer
We consider the problem of browsing the top ranked portion of the documents returned by an information retrieval system. We describe an interactive relevance feedback agent that a...
96
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
Hierarchical reinforcement learning is a general framework which attempts to accelerate policy learning in large domains. On the other hand, policy gradient reinforcement learning...
111
Voted
ATAL
2009
Springer
15 years 7 months ago
2009
Springer
One of the key problems in reinforcement learning is balancing exploration and exploitation. Another is learning and acting in large or even continuous Markov decision processes (...