Inference Trees: Adaptive Inference with Exploration

Tom Rainforth, Yuan Zhou, Xiaoyu Lu +4

We introduce inference trees (ITs), a new class of inference methods that build on ideas from Monte Carlo tree search to perform adaptive sampling in a manner that balances explora…