Session
Planning with Verifier-Guided Tree Search
Combining a learned verifier with explicit search for reliable multi-step planning.
Speakers
Pure sampling struggles on long-horizon tasks. We pair a learned verifier with tree search so an agent can expand, score, and prune candidate plans before committing. The talk covers how to train the verifier from partial rollouts and how to keep the search cost bounded in deployment.