Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions | Paper Citation Record

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This paper cites Towards Tight Bounds on the Sample Complexity of Average-Reward.

Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Towards Tight Bounds on the Sample Complexity of Average-Reward

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This paper cites Foundations and Trends in Machine Learning , volume =.

Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Foundations and Trends in Machine Learning , volume =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Operations Research , year =

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This paper cites Near Sample-Optimal Reduction-Based Policy Learning for Average Reward.

Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Near Sample-Optimal Reduction-Based Policy Learning for Average Reward

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward

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This paper cites and Tewari, Ambuj , booktitle =.

Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions and Tewari, Ambuj , booktitle =

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This paper cites Proceedings of the 35th International Conference on Machine Learning , pages =.

Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Proceedings of the 35th International Conference on Machine Learning , pages =

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This paper cites Proceedings of the 42nd International Conference on Machine Learning , pages =.

Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Proceedings of the 42nd International Conference on Machine Learning , pages =

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This paper cites Model-Free Robust Average-Reward Reinforcement Learning with Sample Complexity Analysis.

Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Model-Free Robust Average-Reward Reinforcement Learning with Sample Complexity Analysis

Reference 9

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions High-Dimensional Statistics: A Non-Asymptotic Viewpoint , year =

Reference 10

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions arXiv preprint arXiv:2603.00945 , year =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Sample Complexity of Distributionally Robust Average-Reward Reinforcement Learning , year =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Efficiently Solving

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions The Twelfth International Conference on Learning Representations , year =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions The Plugin Approach for Average-Reward and Discounted

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Span-Agnostic Optimal Sample Complexity and Oracle Inequalities for Average-Reward

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Sharper Model-Free Reinforcement Learning for Average-Reward

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This paper cites Journal of Machine Learning Research , volume =.

Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Journal of Machine Learning Research , volume =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Model-free Reinforcement Learning in Infinite-horizon Average-reward

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Learning Infinite-horizon Average-reward

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Efficient

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Distributionally Robust

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions The International Journal of Robotics Research , volume =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Nature , volume =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Mastering the Game of

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions International Conference on Artificial Intelligence and Statistics , pages =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions 2020 , organization =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Advances in Neural Information Processing Systems , volume =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions International Conference on Artificial Intelligence and Statistics , pages =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions COLT 2009 - The 22nd Conference on Learning Theory , year =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Data-Driven Distributionally Robust Optimization Using the

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Distributionally robust convex optimization , year =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Distributionally robust optimization and its tractable approximations , year =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Learning models with uniform performance via distributionally robust optimization , year =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Robust Average-Reward

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions and Prater-Bennette, Ashley and Zou, Shaofeng , booktitle =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Sample Complexity of Variance-Reduced Distributionally Robust

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Near-Optimal Distributionally Robust Reinforcement Learning with General

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Distributionally robust model-based offline reinforcement learning with near-optimal sample complexity , year =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Sample Complexity of Offline Distributionally Robust Linear

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions 1994 , publisher =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Tsybakov , publisher =

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Machine learning , volume=

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions International Conference on Machine Learning , pages=

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Near-Optimal Sample Complexities of Divergence-based S-rectangular Distributionally Robust Reinforcement Learning

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Advances in Neural Information Processing Systems , volume=

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Operations research , volume=

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Robust control of

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions $Q$-learning with Logarithmic Regret

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Near-Optimal Provable Uniform Convergence in Offline Policy Evaluation for Reinforcement Learning

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Advances in neural information processing systems , pages=

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Complete Dictionary Learning via $\ell_p$-norm Maximization

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Journal of Applied Probability , volume=

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Non-asymptotic Convergence Analysis of Two Time-scale (Natural) Actor-Critic Algorithms

Reference 58

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Advances in Neural Information Processing Systems , volume=

Reference 59

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions On the Global Convergence Rates of Softmax Policy Gradient Methods

Reference 60

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions ICML , volume=

Reference 61

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Optimality and approximation with policy gradient methods in

Reference 62

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Advances in neural information processing systems , volume=

Reference 63

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Advances in neural information processing systems , pages=

Reference 64

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Reference 65

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Nearly Minimax Optimal Regret for Learning Infinite-horizon Average-reward MDPs with Linear Function Approximation

Reference 66

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Probability Theory and Related Fields , volume=

Reference 67

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Proceedings of the 27th international conference on international conference on machine learning , pages=

Reference 68

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions International Conference on Learning Representations (ICLR) , year=

Reference 69

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds

Reference 70

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Ada-LISTA: Learned Solvers Adaptive to Varying Models

Reference 71

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Observation caac32fe-da59-4a36-a272-c0efd64b4a3c · outbound

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Understanding Trainable Sparse Coding via Matrix Factorization

Reference 72

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions International Conference on Artificial Intelligence and Statistics , pages=

Reference 73

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Mathematics of Operations Research , volume=

Reference 74

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Advances in Neural Information Processing Systems , volume=

Reference 75

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Twice regularized

Reference 76

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions International Conference on Machine Learning , pages=

Reference 77

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions A Review of Off-Policy Evaluation in Reinforcement Learning

Reference 78

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions International Conference on Machine Learning , pages=

Reference 79

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Distributionally Robust Optimization: A Review

Reference 80

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Finite-sample guarantees for

Reference 81

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Certifying Model Accuracy under Distribution Shifts

Reference 82

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Advances in neural information processing systems , volume=

Reference 83

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Settling the Sample Complexity of Model-Based Offline Reinforcement Learning

Reference 84

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Available at Optimization Online , pages=

Reference 85

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Pessimistic

Reference 86

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions The Bell system technical journal , volume=

Reference 87

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions The mathematics of data , volume=

Reference 88

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions The Journal of finance , volume=

Reference 89

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions , author=

Reference 90

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Mathematical Programming , volume=

Reference 91

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Mathematics of Operations Research , volume=

Reference 92

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Robust control of uncertain

Reference 93

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Reference 94

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions INFORMS Journal on Computing , volume=

Reference 95

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Reference 96

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Distributionally Robust Reinforcement Learning

Reference 97

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Journal of Machine Learning Research , volume=

Reference 98

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Reference 99

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Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Distributional Robustness and Regularization in Reinforcement Learning

Reference 100

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