Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration

Hongming Zhang, Chenjun Xiao, Chao Gao, Han Wang, Bo Xu +1 more
2/3/2026

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@article{zhang2026exploiting,
  title  = {Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration},
  author = {Hongming Zhang and Chenjun Xiao and Chao Gao and Han Wang and Bo Xu and Martin Müller},
  year   = {2026},
  url    = {https://www.semanticscholar.org/paper/79fe4c7e1bafe69b597c1592e84e528b07bc090c},
  journal = {NEURIPS 2024 2024}
}

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