State Entropy Regularization for Robust Reinforcement Learning
NeurIPSOral2025
TL;DR
State entropy regularization has empirically shown better exploration and sample complexity in reinforcement learning (RL). However, its theoretical guarantees have not been studied.
Opening excerpt from the authors’ abstract. source
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Topics
reinforcement learning sample complexity exploration