Open Problems in Cooperative AI

15 December 2020

Papers citing "Open Problems in Cooperative AI"

43 / 43 papers shown

Title
Implicitly Aligning Humans and Autonomous Agents through Shared Task Abstractions Stéphane Aroca-Ouellette Miguel Aroca-Ouellette K. Wense A. Roncone 39 0 0 07 May 2025
A Mathematical Philosophy of Explanations in Mechanistic Interpretability -- The Strange Science Part I.i Kola Ayonrinde Louis Jaburi MILM 88 1 0 01 May 2025
A Generalist Hanabi Agent Arjun Vaithilingam Sudhakar Hadi Nekoei Mathieu Reymond Miao Liu Janarthanan Rajendran Sarath Chandar 162 0 0 17 Mar 2025
Learning to Negotiate via Voluntary Commitment Shuhui Zhu Baoxiang Wang Sriram Ganapathi Subramanian Pascal Poupart 61 0 0 05 Mar 2025
ToMCAT: Theory-of-Mind for Cooperative Agents in Teams via Multiagent Diffusion Policies Pedro Sequeira Vidyasagar Sadhu Melinda Gervasio DiffM 89 0 0 25 Feb 2025
Safe Pareto Improvements for Expected Utility Maximizers in Program Games Anthony DiGiovanni Jesse Clifton Nicolas Macé 55 0 0 24 Feb 2025
Learning from Active Human Involvement through Proxy Value Propagation Zhenghao Peng Wenjie Mo Chenda Duan Quanyi Li Bolei Zhou 107 14 0 05 Feb 2025
Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models Alireza Amiri-Margavi Iman Jebellat Ehsan Jebellat Seyed Pouyan Mousavi Davoudi 92 1 0 25 Nov 2024
Game Theory with Simulation in the Presence of Unpredictable Randomisation Vojtěch Kovařík Nathaniel Sauerberg Lewis Hammond Vincent Conitzer 19 1 0 18 Oct 2024
Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning Yizhe Huang Anji Liu Fanqi Kong Yaodong Yang Song-Chun Zhu Xue Feng 39 3 0 12 Jun 2024
Standards for Belief Representations in LLMs Daniel A. Herrmann B. Levinstein 42 7 0 31 May 2024
Evaluating Language Model Agency through Negotiations Tim R. Davidson V. Veselovsky Martin Josifoski Maxime Peyrard Antoine Bosselut Michal Kosinski Robert West LLMAG 34 22 0 09 Jan 2024
Aligning Human Intent from Imperfect Demonstrations with Confidence-based Inverse soft-Q Learning Xizhou Bu Wenjuan Li Zhengxiong Liu Zhiqiang Ma Panfeng Huang 20 1 0 18 Dec 2023
(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions Olivia Macmillan-Scott Mirco Musolesi 37 1 0 28 Nov 2023
Characterising and Verifying the Core in Concurrent Multi-Player Mean-Payoff Games (Full Version) Julian Gutierrez A. W. Lin Muhammad Najib Thomas Steeples Michael Wooldridge 18 0 0 27 Nov 2023
Hoodwinked: Deception and Cooperation in a Text-Based Game for Language Models Aidan O'Gara 13 37 0 05 Jul 2023
Decision-Oriented Dialogue for Human-AI Collaboration Jessy Lin Nicholas Tomlin Jacob Andreas J. Eisner LLMAG 30 26 0 31 May 2023
Understanding the World to Solve Social Dilemmas Using Multi-Agent Reinforcement Learning Manuel Rios Nicanor Quijano Luis Felipe Giraldo 29 1 0 19 May 2023
Towards Effective and Interpretable Human-Agent Collaboration in MOBA Games: A Communication Perspective Yiming Gao Feiyu Liu Liang Wang Zhenjie Lian Weixuan Wang ... Jiawei Wang Qiang Fu Wei Yang Lanxiao Huang Wei Liu 40 6 0 23 Apr 2023
Learning to Learn Group Alignment: A Self-Tuning Credo Framework with Multiagent Teams David Radke Kyle Tilbury 24 1 0 14 Apr 2023
Learning Roles with Emergent Social Value Orientations Wenhao Li Xiangfeng Wang Bo Jin J. Lu H. Zha 18 3 0 31 Jan 2023
Imitating Human Behaviour with Diffusion Models Tim Pearce Tabish Rashid Anssi Kanervisto David Bignell Mingfei Sun ... Sergio Valcarcel Macua Shan Zheng Tan Ida Momennejad Katja Hofmann Sam Devlin DiffM 37 203 0 25 Jan 2023
Human-Timescale Adaptation in an Open-Ended Task Space Adaptive Agent Team Jakob Bauer Kate Baumli Satinder Baveja Feryal M. P. Behbahani ... Jakub Sygnowski K. Tuyls Sarah York Alexander Zacherl Lei Zhang LM&Ro OffRL AI4CE LRM 38 108 0 18 Jan 2023
Learning to Participate through Trading of Reward Shares Michael Kölle Tim Matheis Philipp Altmann Kyrill Schmid 21 7 0 18 Jan 2023
Melting Pot 2.0 J. Agapiou A. Vezhnevets Edgar A. Duénez-Guzmán Jayd Matyas Yiran Mao ... Sukhdeep Singh Julia Haas Igor Mordatch D. Mobbs Joel Z Leibo 30 31 0 24 Nov 2022
Coordination with Humans via Strategy Matching Michelle Zhao Reid G. Simmons H. Admoni 11 8 0 27 Oct 2022
It Takes Two: Learning to Plan for Human-Robot Cooperative Carrying Eley Ng Ziang Liu Monroe Kennedy 18 18 0 26 Sep 2022
Intrinsic fluctuations of reinforcement learning promote cooperation W. Barfuss Janusz M. Meylahn 19 17 0 01 Sep 2022
Negative Human Rights as a Basis for Long-term AI Safety and Regulation Ondrej Bajgar Jan Horenovsky FaML 19 9 0 31 Aug 2022
Multi-AI Complex Systems in Humanitarian Response Joseph Aylett-Bullock M. Luengo-Oroz 13 0 0 24 Aug 2022
Decentralized scheduling through an adaptive, trading-based multi-agent system Michael Kölle Lennart Rietdorf Kyrill Schmid 28 0 0 05 Jul 2022
X-Risk Analysis for AI Research Dan Hendrycks Mantas Mazeika 33 67 0 13 Jun 2022
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems Ho Long Fung Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi 27 5 0 25 May 2022
The Importance of Credo in Multiagent Learning David Radke Kate Larson Timothy B. Brecht 32 11 0 15 Apr 2022
Warmth and competence in human-agent cooperation Kevin R. McKee Xuechunzi Bai S. Fiske 35 26 0 31 Jan 2022
Adaptive Incentive Design with Multi-Agent Meta-Gradient Reinforcement Learning Jiachen Yang Ethan Wang Rakshit S. Trivedi T. Zhao H. Zha 24 21 0 20 Dec 2021
Towards Controllable Agent in MOBA Games with Generative Modeling Shubao Zhang 37 0 0 15 Dec 2021
Adversarial Attacks in Cooperative AI Ted Fujimoto Arthur Paul Pedersen AAML 27 2 0 29 Nov 2021
Collaborating with Humans without Human Data D. Strouse Kevin R. McKee M. Botvinick Edward Hughes Richard Everett 124 161 0 15 Oct 2021
Trustworthy AI: From Principles to Practices Bo-wen Li Peng Qi Bo Liu Shuai Di Jingen Liu Jiquan Pei Jinfeng Yi Bowen Zhou 119 355 0 04 Oct 2021
The Emergence of Wireless MAC Protocols with Multi-Agent Reinforcement Learning Mateus P. Mota Álvaro Valcarce J. Gorce J. Hoydis 25 39 0 16 Aug 2021
"Other-Play" for Zero-Shot Coordination Hengyuan Hu Adam Lerer A. Peysakhovich Jakob N. Foerster VLM OffRL 136 218 0 06 Mar 2020
Payment Rules through Discriminant-Based Classifiers Paul Dütting Felix A. Fischer Pichayut Jirapinyo John K. Lai Benjamin Lubin David C. Parkes FaML 35 59 0 06 Aug 2012