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Get provable performance guarantees and massive speedups in POMDP planning by adaptively simplifying the problem with efficiently computable bounds.
Safely discard suboptimal actions in POMDPs and achieve substantial computational speedups with new CVaR bounds and a particle-belief MDP framework.