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Near Sample-Optimal Reduction-based Policy Learning for Average Reward MDP

Near Sample-Optimal Reduction-based Policy Learning for Average Reward MDP

Jinghan Wang
Meng-Xian Wang
Lin F. Yang
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Papers citing "Near Sample-Optimal Reduction-based Policy Learning for Average Reward MDP"

3 / 3 papers shown
Title
Stochastic Halpern iteration in normed spaces and applications to reinforcement learning
Stochastic Halpern iteration in normed spaces and applications to reinforcement learning
Mario Bravo
Juan Pablo Contreras
48
3
0
19 Mar 2024
Span-Based Optimal Sample Complexity for Average Reward MDPs
Span-Based Optimal Sample Complexity for Average Reward MDPs
M. Zurek
Yudong Chen
41
7
0
22 Nov 2023
Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor
Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor
Julien Grand-Clément
Marko Petrik
33
13
0
31 Jan 2023