Policy Gradient Methods for Reinforcement Learning with Function Approximation and Action-Dependent Baselines

06/20/2017

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by   Philip S. Thomas, et al.

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We show how an action-dependent baseline can be used by the policy gradient theorem using function approximation, originally presented with action-independent baselines by (Sutton et al. 2000).