Workshop
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FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning
Wenzhe Li · Zihan Ding · Seth Karten · Chi Jin
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Poster
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Fri 1:45
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Sample-Efficient Multi-Agent RL: An Optimization Perspective
Nuoya Xiong · Zhihan Liu · Zhaoran Wang · Zhuoran Yang
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Oral
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Wed 6:45
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Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning
Hyungho Na · Yunkyeong Seo · Il-chul Moon
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Poster
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Wed 7:30
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Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning
Hyungho Na · Yunkyeong Seo · Il-chul Moon
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Poster
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Wed 7:30
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Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior
Kai Cui · Sascha Hauck · Christian Fabian · Heinz Koeppl
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Poster
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Fri 1:45
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Robust Adversarial Reinforcement Learning via Bounded Rationality Curricula
Aryaman Reddi · Maximilian Tölle · Jan Peters · Georgia Chalvatzaki · Carlo D'Eramo
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Poster
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Wed 1:45
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Select to Perfect: Imitating desired behavior from large multi-agent data
Tim Franzmeyer · Edith Elkind · Philip Torr · Jakob Foerster · Joao F. Henriques
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Poster
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Wed 7:30
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On the Hardness of Constrained Cooperative Multi-Agent Reinforcement Learning
Ziyi Chen · Yi Zhou · Heng Huang
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Poster
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Thu 1:45
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A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning
Haozhe Jiang · Qiwen Cui · Zhihan Xiong · Maryam Fazel · Simon Du
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Poster
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Thu 7:30
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Learning Multi-Agent Communication from Graph Modeling Perspective
Shengchao Hu · Li Shen · Ya Zhang · Dacheng Tao
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Poster
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Wed 7:30
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Attention-Guided Contrastive Role Representations for Multi-agent Reinforcement Learning
Zican Hu · Zongzhang Zhang · Huaxiong Li · Chunlin Chen · Hongyu Ding · Zhi Wang
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Poster
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Wed 7:30
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Finite-Time Analysis of On-Policy Heterogeneous Federated Reinforcement Learning
Chenyu Zhang · Han Wang · Aritra Mitra · James Anderson
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