Composite Flow Matching for Reinforcement Learning with Shifted-Dynamics Data

TL;DR

Incorporating pre-collected offline data can substantially improve the sample efficiency of reinforcement learning (RL), but its benefits can break down when the transition dynamics in the offline dat…

Opening excerpt from the authors’ abstract. source