Tag: experience

Variance Reduction via Resampling and Experience Replay arXiv:2502.00520v1 Announce Type: new Abstract: Experience replay is a foundational technique in reinforcement learning that enhances learning stability by storing past experiences in a replay buffer and reusing them during training. Despite its practical success, its theoretical properties remain underexplored. In this paper, we present a theoretical framework…