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replay buffer

34 papers

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Co-occurring keywords · papers mentioning both

continual learning (11) catastrophic forgetting (10) reinforcement learning (9) sample efficiency (6) experience replay (3) off-policy learning (3) value function (3) deep reinforcement learning (3) goal-conditioned policy (2) sparse reward (2)

Papers

Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract) AAAI 2021 Sim and Real: Better Together NeurIPS 2021 Exploring Data Aggregation in Policy Learning for Vision-Based Urban Autonomous Driving CVPR 2020 Striving for Simplicity and Performance in Off-Policy DRL: Output Normalization and Non-Uniform Sampling ICML 2020 Gradient based sample selection for online continual learning NeurIPS 2019 Importance Resampling for Off-policy Prediction NeurIPS 2019 Maximum Entropy-Regularized Multi-Goal Reinforcement Learning ICML 2019 Search on the Replay Buffer: Bridging Planning and Reinforcement Learning NeurIPS 2019 Fast deep reinforcement learning using online adjustments from the past NeurIPS 2018