PlanninginMarkovDecisionProcesseswith Gap-DependentSampleComplexity

Feb-7-2026, 11:33:10 GMT–Neural Information Processing Systems

This problem-dependent sample complexityresult is expressed in terms of the sub-optimality gapsof the state-action pairs that are visited during exploration.

artificial intelligence, nth, planning & scheduling, (17 more...)

Neural Information Processing Systems

Feb-7-2026, 11:33:10 GMT

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Planning in Markov Decision Processes with Gap-Dependent Sample Complexity

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