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ENTITY Policy Gradient Penalty

Policy Gradient Penalty

PulseAugur coverage of Policy Gradient Penalty — every cluster mentioning Policy Gradient Penalty across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_11516 ·

    New PGP method achieves global optimality for constrained reinforcement learning

    Researchers have introduced a new method called Policy Gradient Penalty (PGP) to address the challenge of constrained exploration in reinforcement learning. This approach uses quadratic-penalty regularization to enforce…