conftrace_

minimax-optimal bound

2 papers

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Co-occurring keywords · papers mentioning both

offline policy learning (1) instance-dependent bound (1) offline policy evaluation (1) lipschitz constant (1) black-box function (1) regret bound (1) global optimization (1) markov decision process (1) sample complexity (1)

Papers

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants AISTATS 2025 Rates for Offline Reinforcement Learning with Adaptively Collected Data L4DC 2025