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value-based reinforcement learning

9 papers

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Co-occurring keywords · papers mentioning both

value-based method (2) temporal difference learning (2) reinforcement learning (2) deep reinforcement learning (2) reward clipping (1) policy-based reinforcement learning (1) categorical distribution (1) representation complexity (1) c51 algorithm (1) reward scaling (1)

Papers

DialogXpert: Driving Intelligent and Emotion-Aware Conversations Through Online Value-Based Reinforcement Learning with LLM Priors AAAI 2026 Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity NeurIPS 2024 Boosted Curriculum Reinforcement Learning ICLR 2022 Smoothing Advantage Learning AAAI 2022 Reinforcement Learning in Newcomblike Environments NeurIPS 2021 Sample Complexity Bounds for Two Timescale Value-based Reinforcement Learning Algorithms AISTATS 2021 MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control AAAI 2020 An Analysis of Categorical Distributional Reinforcement Learning AISTATS 2018 Learning values across many orders of magnitude NeurIPS 2016