VPFlow: Value-Predictive Planning with Imperfect World Models for Offline Goal Reaching.

arXiv:2610.27280v1 Announce Type: cross Abstract: Offline goal-conditioned reinforcement learning enables skill acquisition by reaching any goal from any state without dense rewards. Model-based methods allow for planning by scaling test-time compute to solve