OPTS-TTPO: Enhancing Finite-Sample Policy-Gradient Learning with Tree Search
arXiv:2609.40035v1 Announce Type: new Abstract: The policy-gradient theorem gives the exact gradient under the current policy, but finite on-policy samples may miss rare high-return trajectories. We s