Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction

Assaf Hallak, Gal Dalal, Steven Dalton +3

Tree Search (TS) is crucial to some of the most influential successes in reinforcement learning. Here, we tackle two major challenges with TS that limit its usability: \textit{dist…