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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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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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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 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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Workshop
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Variational Inequality Perspective and Optimizers for Multi-Agent Reinforcement Learning
Baraah Adil Mohammed Sidahmed · Tatjana Chavdarova
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Workshop
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A Behavioral Economics Approach to Principled Multi-Agent Reinforcement Learning
Eric Mazumdar · Kishan Panaganti · Laixi Shi
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Poster
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Fri 16:30
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Feint Behaviors and Strategies: Formalization, Implementation and Evaluation
Junyu Liu · Xiangjun Peng
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Affinity Event
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Enhancing Language Models’ Performance on Mathematical Datasets A Multi-Agent Approach
Santhoshi Ravichandran · Ashwini Rajaram · Priya Nama Venkatesh
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Poster
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Thu 16:30
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Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners
Rujikorn Charakorn · Poramate Manoonpong · Nat Dilokthanakul
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Poster
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Wed 11:00
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No-Regret Learning for Fair Multi-Agent Social Welfare Optimization
Mengxiao Zhang · Ramiro Deo-Campo Vuong · Haipeng Luo
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Workshop
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Compositional Communication with LLMs and Reasoning about Chemical Structures
Sarathkrishna Swaminathan · Dmitry Zubarev
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