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44 Results
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Spotlight
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Wed 14:45 |
Distributionally Robust QQ-Learning Zijian Liu · Jerry Bai · Jose Blanchet · Perry Dong · Wei Xu · Zhengqing Zhou · Zhengyuan Zhou |
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Poster
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Wed 15:30 |
Distributionally Robust QQ-Learning Zijian Liu · Jerry Bai · Jose Blanchet · Perry Dong · Wei Xu · Zhengqing Zhou · Zhengyuan Zhou |
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Spotlight
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Wed 14:40 |
A Natural Actor-Critic Framework for Zero-Sum Markov Games Ahmet Alacaoglu · Luca Viano · Niao He · Volkan Cevher |
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Spotlight
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Wed 11:20 |
Actor-Critic based Improper Reinforcement Learning Mohammadi Zaki · Avi Mohan · Aditya Gopalan · Shie Mannor |
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Poster
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Wed 15:30 |
A Natural Actor-Critic Framework for Zero-Sum Markov Games Ahmet Alacaoglu · Luca Viano · Niao He · Volkan Cevher |
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Poster
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Wed 15:30 |
Actor-Critic based Improper Reinforcement Learning Mohammadi Zaki · Avi Mohan · Aditya Gopalan · Shie Mannor |
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Spotlight
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Tue 8:20 |
Learning Infinite-horizon Average-reward Markov Decision Process with Constraints Liyu Chen · Rahul Jain · Haipeng Luo |
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Spotlight
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Wed 11:25 |
On the Sample Complexity of Learning Infinite-horizon Discounted Linear Kernel MDPs Yuanzhou Chen · Jiafan He · Quanquan Gu |
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Spotlight
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Tue 14:40 |
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis Ziyi Chen · Yi Zhou · Rong-Rong Chen · Shaofeng Zou |
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Poster
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Wed 15:30 |
On the Sample Complexity of Learning Infinite-horizon Discounted Linear Kernel MDPs Yuanzhou Chen · Jiafan He · Quanquan Gu |
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Poster
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Tue 15:30 |
Learning Infinite-horizon Average-reward Markov Decision Process with Constraints Liyu Chen · Rahul Jain · Haipeng Luo |
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Poster
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Tue 15:30 |
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis Ziyi Chen · Yi Zhou · Rong-Rong Chen · Shaofeng Zou |