Ebooks on reinforcement learning

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The Importance of Action History in Decision Making and Reinforcement Learning

We investigate the hypothesis that historical information plays an important role in learning action selection via reinf... We show that including a sequence of actions in the state makes it possible to learn the task using reinforcement learn...
http://www-personal.umich.edu/~yongjiaw/publi... [4 hits]

 

 

 

Strategies for Affect-Controlled Action-Selection in Soar-RL

Proceedings of the 2nd. International Work-Conference on the Interplay between Natural and Artificial Computation (IWINAC)
Reinforcement learning (RL) agents can benefit from adaptive exploration/exploitation behavior, especially in dynamic en...
http://www.liacs.nl/~broekens/files/Hogewonin... [1 hits]

 

 

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