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replay ratio

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Co-occurring keywords · papers mentioning both

data augmentation (2) deep reinforcement learning (2) off-policy algorithm (1) replay capacity (1) q-learning method (1) memory rehearsal (1) sparse-reward task (1) state-action coverage (1) smac (1) mpe (1)

Papers

Smart Replay: Adaptive Scheduling of Memory Rehearsal for Computational Resource-Aware Incremental Learning CVPR 2026 Sample-Efficient Multiagent Reinforcement Learning with Reset Replay ICML 2024 Understanding when Dynamics-Invariant Data Augmentations Benefit Model-free Reinforcement Learning Updates ICLR 2024 Sample-Efficient Reinforcement Learning by Breaking the Replay Ratio Barrier ICLR 2023 Revisiting Fundamentals of Experience Replay ICML 2020