π Best Paper Award and β‘ Lightning Talks
1. Choose Your Agent: Tradeoffs in Adopting AI Advisors, Coaches, and Delegates in Multi-Party Negotiation - Kehang Zhu, Nithum Thain, Vivian Tsai, James Wexler, Crystal Qian
2. Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences - Hadi Hosseini, Samarth Khanna, Ronak Singh
3. β‘ Profit is the Red Team: Stress-Testing Agents in Strategic Economic Interactions - Shouqiao Wang, Marcello Politi, Samuele Marro, Davide Crapis
4. β‘ From Natural Language to Extensive-Form Game Representations: Defining and Automatically Verifying Consistency - Yongzhao Wang, Shilong Deng, Daniel A. Kadnikov, Enbo Sun, Theodore L. Turocy, Rahul Savani
5. β‘ Strategic Persuasion with Trait-Conditioned Multi-Agent Systems for Iterative Legal Argumentation - Philipp Dominic Siedler
6. Distilling Game Code World Model Generation into Lightweight Large Language Models - Tyrone Serapio, Haoyang Xu, Arjun Prakash, Amy Greenwald
7. β‘ Exposing Weak Links in Multi-Agent Systems under Adversarial Prompting - Nirmit Arora, Sathvik Joel, Ishan Kavathekar, Palak, Rohan Gandhi, Yash Pandya, Tanuja Ganu, Aditya Kanade, Akshay Nambi
8. Context-Switching Costs in Hybrid LLM-Algorithm Systems - Kevin C. Scroggins, Kweku Andoh Yamoah, Kevin Kurian, Emmanuel Dorley
9. LLM Agents Learn Effective Partner Selection for Mutual Cooperation in Social Dilemmas - Xiaoqing Fan, Chin-wing Leung, Paolo Turrini
10. β‘ Deceive, Detect, and Disclose: Large Language Models Play Mini-Mafia - Davi Bastos Costa, Renato Vicente
11. Evaluating Collective Behaviour of Hundreds of LLM Agents - Richard Willis, Jianing Zhao, Yali Du, Joel Z Leibo
12. β‘ Safety Game: Inference-Time Alignment of Black-Box LLMs via Constrained Optimization - Tuan Nguyen, Long Tran-Thanh
13. β‘ Closed-Loop Vision-Language Planning for Multi-Agent Coordination - Zhiyuan Li, Wenshuai Zhao, Joni Pajarinen
14. Evaluating Social Credibility of Generative Agents: Incentives, Beliefs, and Coordination - Stephane BONNEVAY, Maxime MORGE
15. β‘ Verifiable Process Rewards for Agentic Reasoning - Zelai Xu, Huining Yuan, Huaijie Wang, Xiangmin Yi, Jiaxuan Gao, Yu Wang, Chao Yu, Yi Wu
16. π Discovering Multiagent Learning Algorithms with Large Language Models - Zun Li, John Schultz, Daniel Hennes, Marc Lanctot
17. StrategicWM: An Agentic Library to Automate the Construction of Strategic World Models - Ian Gemp