conftrace_

value-based learning

10 papers

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Co-occurring keywords · papers mentioning both

policy optimization (3) reinforcement learning (3) deep reinforcement learning (3) neural network (2) representation learning (2) uncertainty estimation (1) low-rank mdp (1) replay memory (1) overparameterized model (1) sparse network (1)

Papers

Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training NeurIPS 2024 Reinforcement Learning in Low-rank MDPs with Density Features ICML 2023 Small batch deep reinforcement learning NeurIPS 2023 A Cramér Distance perspective on Quantile Regression based Distributional Reinforcement Learning AISTATS 2022 Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress NeurIPS 2022 The Phenomenon of Policy Churn NeurIPS 2022 Offline Contextual Bandits with Overparameterized Models ICML 2021 Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning? ICLR 2020 Providing Uncertainty-Based Advice for Deep Reinforcement Learning Agents (Student Abstract) AAAI 2020 Bridging the Gap Between Value and Policy Based Reinforcement Learning NeurIPS 2017