Introduces linear mixture distributionally robust MDPs and proves offline suboptimality bounds of order 1/sqrt(K) for TV, KL, and chi-squared uncertainty sets.
Off-dynamics reinforcement learning: Training for transfer with domain classifiers
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Linear Mixture Distributionally Robust Markov Decision Processes
Introduces linear mixture distributionally robust MDPs and proves offline suboptimality bounds of order 1/sqrt(K) for TV, KL, and chi-squared uncertainty sets.