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Poster
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Tue 15:30
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Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence
Dongsheng Ding · Chen-Yu Wei · Kaiqing Zhang · Mihailo Jovanovic
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Oral
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Tue 13:45
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Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence
Dongsheng Ding · Chen-Yu Wei · Kaiqing Zhang · Mihailo Jovanovic
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Spotlight
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Thu 12:35
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A Regret Minimization Approach to Multi-Agent Control
Udaya Ghai · Udari Madhuhshani · Naomi Leonard · Elad Hazan
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Poster
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Thu 15:00
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A Regret Minimization Approach to Multi-Agent Control
Udaya Ghai · Udari Madhuhshani · Naomi Leonard · Elad Hazan
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Workshop
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Leader-based Pre-training Framework for Cooperative Multi-Agent Reinforcement Learning
Wenqi Chen · Xin Zeng · Amber Li
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Workshop
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Leader-based Decision Learning for Cooperative Multi-Agent Reinforcement Learning
Wenqi Chen · Xin Zeng · Amber Li
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Workshop
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Certifiably Robust Multi-Agent Reinforcement Learning against Adversarial Communication
Yanchao Sun · Ruijie Zheng · Parisa Hassanzadeh · Yongyuan Liang · Soheil Feizi · Sumitra Ganesh · Furong Huang
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Poster
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Thu 15:00
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On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning
Weichao Mao · Lin Yang · Kaiqing Zhang · Tamer Basar
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Spotlight
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Thu 13:35
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On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning
Weichao Mao · Lin Yang · Kaiqing Zhang · Tamer Basar
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Poster
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Tue 15:30
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PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration
Pengyi Li · Hongyao Tang · Tianpei Yang · Xiaotian Hao · Tong Sang · Yan Zheng · Jianye Hao · Matthew Taylor · Wenyuan Tao · Zhen Wang
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Spotlight
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Thu 8:45
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Difference Advantage Estimation for Multi-Agent Policy Gradients
yueheng li · Guangming Xie · Zongqing Lu
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Poster
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Thu 15:00
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Difference Advantage Estimation for Multi-Agent Policy Gradients
yueheng li · Guangming Xie · Zongqing Lu
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