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Poster
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Wed 11:00
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Opponent Modeling based on Subgoal Inference
XiaoPeng Yu · Jiechuan Jiang · Zongqing Lu
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Affinity Event
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Variational Inequality Optimizers for Multi-Agent Reinforcement Learning
Baraah Adil Mohammed Sidahmed · Tatjana Chavdarova
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Workshop
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Towards Agentic Schema Refinement
Agapi Rissaki · Ilias Fountalis · Nikolaos Vasiloglou · Wolfgang Gatterbauer
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Affinity Event
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A Framework for Systematic Management of Agent Design Patterns in Multi-Agent Systems
Jagannatham Jahnavi · Yashaswini Viswanath
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Oral
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Wed 15:50
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The Sample-Communication Complexity Trade-off in Federated Q-Learning
Sudeep Salgia · Yuejie Chi
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Affinity Event
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Thu 17:10
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Mācistan: Reciprocity in Multi-Agent Reinforcement Learning as a Credit Assignment Problem
Dane Malenfant
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Workshop
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AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks
Yifan Zeng · Yiran Wu · Xiao Zhang · Huazheng Wang · Qingyun Wu
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Poster
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Thu 16:30
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Learning Distinguishable Trajectory Representation with Contrastive Loss
Tianxu Li · Kun Zhu · Juan Li · Yang Zhang
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Workshop
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InvestESG: A Multi-agent Reinforcement Learning Benchmark for Studying Climate Investment as a Social Dilemma
Xiaoxuan Hou · Jiayi Yuan · Natasha Jaques
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Poster
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Thu 16:30
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Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning
Lijun Zhang · Lin Li · Wei Wei · Huizhong Song · Yaodong Yang · Jiye Liang
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Poster
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Wed 11:00
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Solving Zero-Sum Markov Games with Continuous State via Spectral Dynamic Embedding
Chenhao Zhou · Zebang Shen · zhang chao · Hanbin Zhao · Hui Qian
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Poster
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Thu 11:00
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Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms
Thanh Nguyen-Tang · Raman Arora
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