FIELD NOTES TOPIC

performance guarantees

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  1. Graph Sparse Sampling: Breaking the Curse of the Horizon in Continuous MDP Planning

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    Researchers have proposed a new planning algorithm called Graph Sparse Sampling (GSS). This algorithm is designed to help autonomous systems plan under uncertainty in continuous domains, which can be computationally…