147 search results - page 11 / 30 » Rule value reinforcement learning for cognitive agents |
199
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IWANN
1999
Springer
15 years 11 months ago
1999
Springer
To avoid the curse of dimensionality, function approximators are used in reinforcement learning to learn value functions for individual states. In order to make better use of comp...
176
Voted
IJCAI
2007
15 years 8 months ago
2007
TD-FALCON is a self-organizing neural network that incorporates Temporal Difference (TD) methods for reinforcement learning. Despite the advantages of fast and stable learning, TD...
185
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ATAL
2005
Springer
16 years 19 days ago
2005
Springer
Temporal difference (TD) learning methods [22] have become popular reinforcement learning techniques in recent years. TD methods have had some experimental successes and have been...
229
Voted
ICML
2003
IEEE
16 years 10 days ago
2003
IEEE
Reinforcement learning has been used for training game playing agents. The value function for a complex game must be approximated with a continuous function because the number of ...
177
Voted
ATAL
2004
Springer
16 years 14 days ago
2004
Springer
Research on coalition formation usually assumes the values of potential coalitions to be known with certainty. Furthermore, settings in which agents lack sufficient knowledge of ...