Redistribution-based Cost Inference Improves Sparse Safe Offline RL

Ebenezer Gelo, Geraud Nangue Tasse, Steven James +1

Safe offline RL typically assumes access to dense per-step cost annotations, but in practice supervisors provide only trajectory-level stop-feedback: a binary signal at the first u…