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Understanding and Mitigating the Limitations of Prioritized Experience Replay

Conference on Uncertainty in Artificial Intelligence (UAI), 2020

19 July 2020

Yangchen Pan

Jincheng Mei

Amir-massoud Farahmand

Papers citing "Understanding and Mitigating the Limitations of Prioritized Experience Replay"

9 / 9 papers shown

Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning

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Uncertainty Prioritized Experience Replay

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Sebastian Lee

Claudia Clopath

Will Dabney

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ETGL-DDPG: A Deep Deterministic Policy Gradient Algorithm for Sparse Reward Continuous Control

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LiRA: Light-Robust Adversary for Model-based Reinforcement Learning in Real World

Taisuke Kobayashi

554

29 Sep 2024

Discerning Temporal Difference LearningAAAI Conference on Artificial Intelligence (AAAI), 2023

Jianfei Ma

234

12 Oct 2023

Prioritized Trajectory Replay: A Replay Memory for Data-driven Reinforcement Learning

Jianye Hao

Yan Zheng

Changjie Fan

418

27 Jun 2023

Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imagingInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023

579

22 Feb 2023

Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement PrioritizationAdaptive Agents and Multi-Agent Systems (AAMAS), 2023

391

18 Jan 2023

Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation

599

22 May 2022