Counterfactual Transport Flows for Offline Conservative Trajectory Refinement

Lena Krieger, Xuan Zhao, Zhuo Cao +3

Offline reinforcement learning (RL) offers a path to policy improvement from logged data alone, using historical returns or other measurable outcomes as world feedback. A key diffi…