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20242026
most citedOn the Convergence of Experience Replay in Policy Optimization: Characterizing Bias, Variance, and Finite-Time Convergence

1 citations · 1 across the 2 of their papers we have counts for

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stat.ML2026

Variance Reduction Based Experience Replay for Policy Optimization

Hua Zheng, Wei Xie, M. Ben Feng +1

Effective reinforcement learning (RL) for complex stochastic systems requires leveraging historical data to improve sample efficiency and accelerate policy optimization. However, c…