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discount regularization

2 papers

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Co-occurring keywords · papers mentioning both

state-action pair (1) overfitting prevention (1) transition matrix (1) planning horizon (1) model-free reinforcement learning (1) regularization parameter (1) optimal policy (1) model-based reinforcement learning (1) bellman equation (1) markov decision process (1)

Papers

Rethinking Discount Regularization: New Interpretations, Unintended Consequences, and Solutions for Regularization in Reinforcement Learning JMLR 2024 The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning ICML 2023