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132 Results
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Poster
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Wed 4:30 |
Advancing DRL Agents in Commercial Fighting Games: Training, Integration, and Agent-Human Alignment Chen Zhang · Qiang HE · Yuan Zhou · Elvis S. Liu · Hong Wang · Jian Zhao · Yang Wang |
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Poster
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Tue 4:30 |
DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning Siyuan Guo · Cheng Deng · Ying Wen · Hechang Chen · Yi Chang · Jun Wang |
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Poster
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Thu 2:30 |
Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs Stelios Triantafyllou · Aleksa Sukovic · Debmalya Mandal · Goran Radanovic |
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Workshop
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Mitigating Exposure Biases in Personalized Timelines through Agent-based Models Nathan Bartley · Keith Burghardt · Kristina Lerman |
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Oral Session
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Thu 7:30 |
Oral 6A Agents and World Modeling |
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Poster
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Wed 4:30 |
Position: Evolving AI Collectives Enhance Human Diversity and Enable Self-Regulation Shiyang Lai · Yujin Potter · Junsol Kim · Richard Zhuang · Dawn Song · James Evans |
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Poster
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Thu 2:30 |
Language Agent Tree Search Unifies Reasoning, Acting, and Planning in Language Models Andy Zhou · Kai Yan · Michal Shlapentokh-Rothman · Haohan Wang · Yu-Xiong Wang |
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Poster
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Thu 2:30 |
Locally Interdependent Multi-Agent MDP: Theoretical Framework for Decentralized Agents with Dynamic Dependencies Alex DeWeese · Guannan Qu |
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Poster
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Thu 2:30 |
Configurable Mirror Descent: Towards a Unification of Decision Making Pengdeng Li · Shuxin Li · Chang Yang · Xinrun Wang · Shuyue Hu · Xiao Huang · Hau Chan · Bo An |
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Poster
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Tue 4:30 |
WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks? Alexandre Drouin · Maxime Gasse · Massimo Caccia · Issam Laradji · Manuel Del Verme · Tom Marty · David Vazquez · Nicolas Chapados · Alexandre Lacoste |
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Poster
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Thu 2:30 |
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls YU DU · Fangyun Wei · Hongyang Zhang |
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Poster
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Wed 4:30 |
MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models Justin Chih-Yao Chen · Swarnadeep Saha · Elias Stengel-Eskin · Mohit Bansal |