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convergence analysis 1entropy regularization 1newton-raphson method 1regularized policy iteration 1reinforcement learning 1

From the 1 of 9 linked papers with an AI index.

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20242026
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cs.AI2025

Off-policy Reinforcement Learning with Model-based Exploration Augmentation

Likun Wang, Xiangteng Zhang, Yinuo Wang +5

Exploration is fundamental to reinforcement learning (RL), as it determines how effectively an agent discovers and exploits the underlying structure of its environment to achieve o…