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Transfer in Reinforcement Learning Domains (Repost)

Posted By: AvaxGenius
Transfer in Reinforcement Learning Domains (Repost)

Transfer in Reinforcement Learning Domains by Matthew E. Taylor
English | PDF | 2009 | 237 Pages | ISBN : 3642018815 | 3.19 MB

In reinforcement learning (RL) problems, learning agents sequentially execute actions with the goal of maximizing a reward signal. The RL framework has gained popularity with the development of algorithms capable of mastering increasingly complex problems, but learning difficult tasks is often slow or infeasible when RL agents begin with no prior knowledge.