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Sharper Model-free Reinforcement Learning for Average-reward Markov Decision Processes

Sharper Model-free Reinforcement Learning for Average-reward Markov Decision Processes

Zihan Zhang
Qiaomin Xie
ArXiv (abs)PDFHTML

Papers citing "Sharper Model-free Reinforcement Learning for Average-reward Markov Decision Processes"

3 / 3 papers shown
Title
Q-learning with Posterior Sampling
Q-learning with Posterior Sampling
Priyank Agrawal
Shipra Agrawal
Azmat Azati
OffRLGP
27
1
0
01 Jun 2025
Regret Analysis of Average-Reward Unichain MDPs via an Actor-Critic Approach
Regret Analysis of Average-Reward Unichain MDPs via an Actor-Critic Approach
Swetha Ganesh
Vaneet Aggarwal
40
0
0
26 May 2025
Optimistic Q-learning for average reward and episodic reinforcement learning
Optimistic Q-learning for average reward and episodic reinforcement learning
Priyank Agrawal
Shipra Agrawal
121
6
0
18 Jul 2024