Lucid Dreaming for Experience Replay: Refreshing Past States with the Current Policy

1 code implementation • 29 Sep 2020 • Yunshu Du, Garrett Warnell, Assefaw Gebremedhin, Peter Stone, Matthew E. Taylor

In this work, we introduce Lucid Dreaming for Experience Replay (LiDER), a conceptually new framework that allows replay experiences to be refreshed by leveraging the agent's current policy.

Atari Games Reinforcement Learning (RL)