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62 Results
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Poster
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Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data Fuxiang Zhang · Chengxing Jia · Yi-Chen Li · Lei Yuan · Yang Yu · Zongzhang Zhang |
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Poster
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More Centralized Training, Still Decentralized Execution: Multi-Agent Conditional Policy Factorization Jiangxing Wang · Deheng Ye · Zongqing Lu |
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Poster
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Mon 7:30 |
Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning Yat Long (Richie) Lo · Christian Schroeder de Witt · Samuel Sokota · Jakob Foerster · Shimon Whiteson |
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Poster
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Wed 2:30 |
Collaborative Pure Exploration in Kernel Bandit Yihan Du · Wei Chen · Yuko Kuroki · Longbo Huang |
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Poster
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Mon 2:30 |
Neural Agents Struggle to Take Turns in Bidirectional Emergent Communication Valentin Taillandier · Dieuwke Hupkes · Benoît Sagot · Emmanuel Dupoux · Paul Michel |
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Workshop
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Tue 2:30 |
Rethinking the Implementation Tricks and Monotonicity Constraint in Cooperative Multi-agent Reinforcement Learning Jian Hu · Siying Wang · Siyang Jiang · Weixun Wang |
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Poster
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Mon 7:30 |
Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication Yanchao Sun · Ruijie Zheng · Parisa Hassanzadeh · Yongyuan Liang · Soheil Feizi · Sumitra Ganesh · Furong Huang |
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Poster
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Tue 7:30 |
MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning Mikayel Samvelyan · Akbir Khan · Michael Dennis · Minqi Jiang · Jack Parker-Holder · Jakob Foerster · Roberta Raileanu · Tim Rocktaeschel |
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Poster
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Representation Learning for Low-rank General-sum Markov Games Chengzhuo Ni · Yuda Song · Xuezhou Zhang · Zihan Ding · Chi Jin · Mengdi Wang |
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Oral
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Wed 2:10 |
Generating Diverse Cooperative Agents by Learning Incompatible Policies Rujikorn Charakorn · Poramate Manoonpong · Nat Dilokthanakul |
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Poster
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Tue 7:30 |
Revisiting Populations in multi-agent Communication Paul Michel · Mathieu Rita · Kory Mathewson · Olivier Tieleman · Angeliki Lazaridou |
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Workshop
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Thu 2:50 |
Agent Performing Autonomous Stock Trading under Good and Bad Situations Yunfei Luo |