Agentic Markets Workshop at ICML 2024

Accepted papers (31)

Fetched from OpenReview (v2) on 2026-06-10.

1. Altared Environments: The Role of Normative Infrastructure in AI Alignment

   Rakshit Trivedi, Nikhil Chandak, Carter Blair, Atrisha Sarkar, Tehilla Weltman, Dylan Hadfield-Menell, Gillian K Hadfield · PDF

2. Bilevel Optimization with Lower-Level Contextual MDPs

   Vinzenz Thoma, Barna Pásztor, Andreas Krause, Giorgia Ramponi, Yifan Hu · PDF

3. Collaborative Learning under Strategic Behavior: Mechanisms for Eliciting Feedback in Principal-Agent Bandit Games

   Ramakrishnan K, Arpit Agarwal, Lakshminarayanan Subramanian, Maximilian Nickel · PDF

4. Collusion of Reinforcement Learning-based Pricing Algorithms in Episodic Markets

   Paul Friedrich, Barna Pásztor, Giorgia Ramponi · PDF

5. CompeteAI: Understanding the Competition Dynamics of Large Language Model-based Agents

   Qinlin Zhao, Jindong Wang, Yixuan Zhang, Yiqiao Jin, Kaijie Zhu, Hao Chen, Xing Xie · PDF

6. Composable Contracts for Multi-Agent Coordination

   Christy Chen, Louis Parker · PDF

7. Consistency Checks for Language Model Forecasters

   Abhimanyu Pallavi Sudhir, Alejandro Alvarez, Adam Shen, Daniel Paleka · PDF

8. Data as a Consumable Resource

   Dar Gilboa, Siddhartha Jain, Jarrod Ryan McClean · PDF

9. Deep Reinforcement Learning for Equilibrium Computation in Multi-Stage Auctions and Contests

   Fabian Raoul Pieroth, Nils Kohring, Martin Bichler · PDF

10. Do LLM Agents Have Regret? A Case Study in Online Learning and Games

    Chanwoo Park, Xiangyu Liu, Asuman E. Ozdaglar, Kaiqing Zhang · PDF

11. Ethereum AI Agent Coordinator (EAAC): A Framework for AI Agent Activity Coordination

    Taehoon Kim · PDF

12. Get It Cooperating: Enhancing Generative Agent Cooperation with Commitment Devices

    Feng Yan, Qitian Jason Hu, Nan Jiang, Xinyuan Sun · PDF

13. Learning Stable Allocations of Strictly Convex Stochastic Cooperative Games

    Nam Phuong Tran, The-Anh Ta, Shuqing Shi, Debmalya Mandal, Yali Du, Long Tran-Thanh · PDF

14. LLMs at the Bargaining Table

    Yuan Deng, Vahab Mirrokni, Renato Paes Leme, Hanrui Zhang, Song Zuo · PDF

15. Mechanism Design for Large Language Models

    Paul Duetting, Vahab Mirrokni, Renato Paes Leme, Haifeng Xu, Song Zuo · PDF

16. On Three-Layer Data Markets

    Alireza Fallah, Michael Jordan, Ali Makhdoumi, azarakhsh malekian · PDF

17. Performative Prediction on Games and Mechanism Design

    António Góis, Mehrnaz Mofakhami, Fernando P. Santos, Simon Lacoste-Julien, Gauthier Gidel · PDF

18. Playing Large Games with Oracles and AI Debate

    Xinyi Chen, Angelica Chen, Dean Foster, Elad Hazan · PDF

19. Polynomial Convergence of Bandit No-Regret Dynamics in Congestion Games

    Leello Tadesse Dadi, Ioannis Panageas, Stratis Skoulakis, Luca Viano, Volkan Cevher · PDF

20. RouterBench: A Benchmark for Multi-LLM Routing System

    Qitian Jason Hu, Jacob Bieker, Xiuyu Li, Nan Jiang, Benjamin Keigwin, Gaurav Ranganath, Kurt Keutzer, Shriyash Kaustubh Upadhyay · PDF

21. Scalable AI Safety via Doubly-Efficient Debate

    Jonah Brown-Cohen, Geoffrey Irving, Georgios Piliouras · PDF

22. Scalable Approaches for a Theory of Many Minds

    Maximilian Puelma Touzel, Amin Memarian, Matthew Riemer, Andrei Mircea, Andrew Robert Williams, Elin Ahlstrand, Lucas Lehnert, Rupali Bhati, Guillaume Dumas, Irina Rish · PDF

23. Serial Monopoly on Blockchains with Quasi-patient Users

    Paolo Penna, Manvir Schneider · PDF

24. Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents

    Zengqing Wu, Brian I. Kwon, Shuyuan Zheng, Qianying Liu, Xu Han, Makoto Onizuka, Shaojie Tang, Run Peng, Chuan Xiao · PDF

25. Slow Games

    D Reusche, Christopher Goes, Nicolas Della Penna · PDF

26. Steering Language Models with Game-Theoretic Solvers

    Ian Gemp, Roma Patel, Yoram Bachrach, Marc Lanctot, Vibhavari Dasagi, Luke Marris, Georgios Piliouras, Siqi Liu, Karl Tuyls · PDF

27. STRIDE: A Tool-Assisted LLM Agent Framework for Strategic and Interactive Decision-Making

    Chuanhao Li, Runhan Yang, Tiankai Li, Milad Bafarassat, Kourosh Sharifi, Dirk Bergemann, Zhuoran Yang · PDF

28. The Consensus Game: Language Model Generation via Equilibrium Search

    Athul Paul Jacob, Yikang Shen, Gabriele Farina, Jacob Andreas · PDF

29. To Compete or To Collude: Builder Incentives in MEV-Boost Auctions

    Fei Wu, Thomas Thiery, Stefanos Leonardos, Carmine Ventre · PDF

30. Truthful Aggregation of LLMs\\ with an Application to Online Advertising

    Ermis Soumalias, Michael Curry, Sven Seuken · PDF

31. WebCanvas: Benchmarking Web Agents in Online Environments

    Yichen Pan, Dehan Kong, Sida Zhou, Cheng Cui, Yifei Leng, Bing Jiang, Hangyu Liu, Yanyi Shang, Shuyan Zhou, Tongshuang Wu, Zhengyang Wu · PDF