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gap-dependent bound

4 papers

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Co-occurring keywords · papers mentioning both

regret bound (2) policy coverage (1) episodic md (1) reference-advantage decomposition (1) policy switching cost (1) variance estimators (1) sub-optimality gap (1) online importance sampling (1) simple regret (1) soft intervention (1)

Papers

Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition ICLR 2025 On Gap-dependent Bounds for Offline Reinforcement Learning NeurIPS 2022 Beyond Value-Function Gaps: Improved Instance-Dependent Regret Bounds for Episodic Reinforcement Learning NeurIPS 2021 Identifying Best Interventions through Online Importance Sampling ICML 2017