Search Results for author: Kyle H. Wray

Found 1 papers, 1 papers with code

Constrained Hierarchical Monte Carlo Belief-State Planning

1 code implementation30 Oct 2023 Arec Jamgochian, Hugo Buurmeijer, Kyle H. Wray, Anthony Corso, Mykel J. Kochenderfer

Optimal plans in Constrained Partially Observable Markov Decision Processes (CPOMDPs) maximize reward objectives while satisfying hard cost constraints, generalizing safe planning under state and transition uncertainty.

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