value-based method

B-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis ICLR 2024 On the Model-Misspecification in Reinforcement Learning AISTATS 2024 Small batch deep reinforcement learning NeurIPS 2023 Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping NeurIPS 2022 Adapting to Reward Progressivity via Spectral Reinforcement Learning ICLR 2021 Evolving Reinforcement Learning Algorithms ICLR 2021 Reinforcement Learning in Newcomblike Environments NeurIPS 2021 Sample Complexity Bounds for Two Timescale Value-based Reinforcement Learning Algorithms AISTATS 2021 A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms AISTATS 2020 An operator view of policy gradient methods NeurIPS 2020 MAVEN: Multi-Agent Variational Exploration NeurIPS 2019 Multi-Task Deep Reinforcement Learning with PopArt AAAI 2019 Off-Policy Evaluation via Off-Policy Classification NeurIPS 2019