Search Results for author: Tyler J. Becker

Found 1 papers, 1 papers with code

Optimality Guarantees for Particle Belief Approximation of POMDPs

1 code implementation10 Oct 2022 Michael H. Lim, Tyler J. Becker, Mykel J. Kochenderfer, Claire J. Tomlin, Zachary N. Sunberg

Thus, when combined with sparse sampling MDP algorithms, this approach can yield algorithms for POMDPs that have no direct theoretical dependence on the size of the state and observation spaces.

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