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soft value function

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entropy regularization (2) maximum entropy reinforcement learning (1) extreme value theory (1) entropy-regularized reinforcement learning (1) task composition (1) exploration entropy (1) policy estimation (1) entropy-based exploration (1) maximum causal entropy (1) maximal q-value (1)

Papers

An Adaptive Entropy-Regularization Framework for Multi-Agent Reinforcement Learning ICML 2023 Extreme Q-Learning: MaxEnt RL without Entropy ICLR 2023 Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning AAAI 2023 Inverse Reinforcement Learning with Explicit Policy Estimates AAAI 2021 Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning IJCAI 2019