Browsing Department of Computer Science and Engineering by Author "Asadi, Mehran"
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Learning State And Action Space Hierarchies For Reinforcement Learning Using Action-Dependent Partitioning
Asadi, Mehran (Computer Science & Engineering, 2007-08-23)Autonomous systems are often dicult to program. Reinforcement learning (RL) is an attractive alternative, as it allows the agent to learn behavior on the basis of sparse, delayed reward signals provided only when the ...