Search Results for author: Zaheen Ahmad

Found 1 papers, 0 papers with code

Monte Carlo Tree Search With Iteratively Refining State Abstractions

no code implementations NeurIPS 2021 Samuel Sokota, Caleb Ho, Zaheen Ahmad, J. Zico Kolter

In this work, we present a method, called abstraction refining, for extending MCTS to stochastic environments which, unlike progressive widening, leverages the geometry of the state space.

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