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sample efficient reinforcement learning

5 papers

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Co-occurring keywords · papers mentioning both

sample-efficient learning (2) representation learning (2) neural network (1) linear realizability (1) nonlinear markov decision process (1) atari benchmark (1) sub-optimality gap (1) planning horizon (1) linear structure (1) experience replay (1)

Papers

CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning IJCAI 2022 Mastering Atari Games with Limited Data NeurIPS 2021 Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity ICML 2021 Sample-Efficient Reinforcement Learning Is Feasible for Linearly Realizable MDPs with Limited Revisiting NeurIPS 2021 Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning? ICLR 2020