ICML-Detecting Rewards Deterioration in Episodic Reinforcement Learning

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Detecting Rewards Deterioration in Episodic Reinforcement Learning

                       Ido Greenberg 1 Shie Mannor 1 2

             Abstract               RL tasks is the safety and reliability of the system (Dulac-
                                Arnold et al., 2019; Chan et al., 2020), arising in both of-
   In many RL applications, once training ends, it is    fline and online settings.
   vital to detect any deterioration in the agent per-
   formance as soon as possible. Furthermore, i ...

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关键词：Detecting Learning earning Rewards Cement