Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems

23 September 2017

Papers citing "Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems"

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Title
Constant-Memory Strategies in Stochastic Games: Best Responses and Equilibria Fengming Zhu Fangzhen Lin 31 0 0 11 May 2025
Imitation Learning of Correlated Policies in Stackelberg Games Kunag-Da Wang Ping-Chun Hsieh Wen-Chih Peng 50 0 0 11 Mar 2025
Shared Control with Black Box Agents using Oracle Queries Inbal Avraham Reuth Mirsky 31 0 0 24 Feb 2025
Single-Agent Planning in a Multi-Agent System: A Unified Framework for Type-Based Planners Fengming Zhu Fangzhen Lin 80 1 0 13 Feb 2025
Enabling Multi-Robot Collaboration from Single-Human Guidance Zhengran Ji Lingyu Zhang Paul Sajda Boyuan Chen 42 1 0 30 Sep 2024
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Mengnan Du Shuaiqiang Wang Dawei Yin Sumi Helal 64 29 0 28 Jun 2024
Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning Yizhe Huang Hoang Trung-Dung Fanqi Kong Yaodong Yang Song-Chun Zhu Xue Feng 44 3 0 12 Jun 2024
Deception Analysis with Artificial Intelligence: An Interdisciplinary Perspective Stefan Sarkadi 34 3 0 09 Jun 2024
Manipulating hidden-Markov-model inferences by corrupting batch data William N. Caballero Jose Manuel Camacho Tahir Ekin Roi Naveiro AAML 30 1 0 19 Feb 2024
Contrastive learning-based agent modeling for deep reinforcement learning Wenhao Ma Yu-Cheng Chang Jie Yang Yu-Kai Wang Chin-Teng Lin OffRL 32 0 0 30 Dec 2023
The Adaptive Arms Race: Redefining Robustness in AI Security Ilias Tsingenopoulos Vera Rimmer Davy Preuveneers Fabio Pierazzi Lorenzo Cavallaro Wouter Joosen AAML 85 0 0 20 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 36 8 0 15 Dec 2023
(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions Olivia Macmillan-Scott Mirco Musolesi 48 1 0 28 Nov 2023
Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning M. Gerstgrasser Tom Danino Sarah Keren 34 5 0 01 Nov 2023
Towards Collaborative Plan Acquisition through Theory of Mind Modeling in Situated Dialogue Cristian-Paul Bara Ziqiao Ma Yingzhuo Yu J. Shah J. Chai 27 8 0 18 May 2023
Off-Policy Action Anticipation in Multi-Agent Reinforcement Learning Ariyan Bighashdel Daan de Geus P. Jancura Gijs Dubbelman OffRL LRM 18 1 0 04 Apr 2023
Reflective Artificial Intelligence P. R. Lewis Stefan Sarkadi 32 17 0 25 Jan 2023
How Bad is Selfish Driving? Bounding the Inefficiency of Equilibria in Urban Driving Games A. Zanardi Pier Giuseppe Sessa Nando Käslin S. Bolognani A. Censi Emilio Frazzoli 32 1 0 24 Oct 2022
Classifying Ambiguous Identities in Hidden-Role Stochastic Games with Multi-Agent Reinforcement Learning Shijie Han Siyuan Li Bo An Wei Zhao P. Liu 35 0 0 24 Oct 2022
Finding Islands of Predictability in Action Forecasting D. Scarafoni Irfan Essa Thomas Ploetz AI4TS 16 1 0 13 Oct 2022
Combining Theory of Mind and Abduction for Cooperation under Imperfect Information Nieves Montes Nardine Osman Carles Sierra 37 4 0 30 Sep 2022
Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning Filippos Christianos Georgios Papoudakis Stefano V. Albrecht 35 4 0 28 Sep 2022
Intention Communication and Hypothesis Likelihood in Game-Theoretic Motion Planning Makram Chahine Roya Firoozi Wei Xiao Mac Schwager Daniela Rus 33 8 0 26 Sep 2022
Towards Using Promises for Multi-Agent Cooperation in Goal Reasoning Daniel Swoboda Till Hofmann Tarik Viehmann G. Lakemeyer LRM 11 2 0 20 Jun 2022
Learning Generalizable Risk-Sensitive Policies to Coordinate in Decentralized Multi-Agent General-Sum Games Ziyi Liu Xian Guo Yongchun Fang 37 0 0 31 May 2022
Multi-agent Actor-Critic with Time Dynamical Opponent Model Yuan Tian Klaus-Rudolf Kladny Qin Wang Zhiwu Huang Olga Fink AI4CE 26 7 0 12 Apr 2022
Anticipatory Counterplanning Alberto Pozanco Yolanda E-Martín Susana Fernández Daniel Borrajo 9 2 0 30 Mar 2022
Diversifying Agent's Behaviors in Interactive Decision Models Yinghui Pan Hanying Zhang Yi-feng Zeng Biyang Ma Jing Tang Zhong Ming 16 3 0 06 Mar 2022
Recursive Reasoning Graph for Multi-Agent Reinforcement Learning Xiaobai Ma David Isele Jayesh K. Gupta K. Fujimura Mykel J. Kochenderfer 19 5 0 06 Mar 2022
Sequential memory improves sample and memory efficiency in Episodic Control Ismael T. Freire A. F. Amil P. Verschure OffRL 16 3 0 29 Dec 2021
Learning to Cooperate with Unseen Agent via Meta-Reinforcement Learning Rujikorn Charakorn P. Manoonpong Nat Dilokthanakul 33 5 0 05 Nov 2021
Directionality Reinforcement Learning to Operate Multi-Agent System without Communication Fumito Uwano K. Takadama 16 0 0 12 Oct 2021
Interpretable Goal Recognition in the Presence of Occluded Factors for Autonomous Vehicles Josiah P. Hanna Arrasy Rahman Elliot Fosong Francisco Eiras M. Dobre John Redford S. Ramamoorthy Stefano V. Albrecht 41 25 0 05 Aug 2021
Multi-Agent Imitation Learning with Copulas Hongwei Wang Lantao Yu Zhangjie Cao Stefano Ermon AI4CE 35 12 0 10 Jul 2021
FABRIC: A Framework for the Design and Evaluation of Collaborative Robots with Extended Human Adaptation O. C. Gorur Benjamin Rosman F. Sivrikaya S. Albayrak 22 9 0 05 Apr 2021
Expected Value of Communication for Planning in Ad Hoc Teamwork William Macke Reuth Mirsky Peter Stone 42 25 0 01 Mar 2021
AGENT: A Benchmark for Core Psychological Reasoning Tianmin Shu Abhishek Bhandwaldar Chuang Gan Kevin A. Smith Shari Liu Dan Gutfreund E. Spelke J. Tenenbaum T. Ullman 34 66 0 24 Feb 2021
Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing Filippos Christianos Georgios Papoudakis Arrasy Rahman Stefano V. Albrecht 27 114 0 15 Feb 2021
HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging Nikunj Gupta G. Srinivasaraghavan S. Mohalik Nishant Kumar Matthew E. Taylor 24 15 0 18 Jan 2021
Open Problems in Cooperative AI Allan Dafoe Edward Hughes Yoram Bachrach Tantum Collins Kevin R. McKee Joel Z. Leibo Kate Larson T. Graepel 42 200 0 15 Dec 2020
Opponent Learning Awareness and Modelling in Multi-Objective Normal Form Games Roxana Rădulescu T. Verstraeten Yijie Zhang Patrick Mannion D. Roijers A. Nowé 25 14 0 14 Nov 2020
A Generative Machine Learning Approach to Policy Optimization in Pursuit-Evasion Games Shiva Navabi Osonde A. Osoba 18 2 0 04 Oct 2020
Emergent Social Learning via Multi-agent Reinforcement Learning Kamal Ndousse Douglas Eck Sergey Levine Natasha Jaques 24 41 0 01 Oct 2020
Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes Mengdi Xu Wenhao Ding Jiacheng Zhu Zuxin Liu Baiming Chen Ding Zhao CLL OffRL 30 34 0 19 Jun 2020
Agent Modelling under Partial Observability for Deep Reinforcement Learning Georgios Papoudakis Filippos Christianos Stefano V. Albrecht 24 61 0 16 Jun 2020
Does it matter how well I know what you're thinking? Opponent Modelling in an RTS game J. Goodman Simon Lucas 29 6 0 15 Jun 2020
Simultaneous Learning from Human Pose and Object Cues for Real-Time Activity Recognition Brian Reily Qingzhao Zhu Christopher M. Reardon Haotong Zhang 26 8 0 26 Mar 2020
Decentralized MCTS via Learned Teammate Models A. Czechowski F. Oliehoek 269 19 0 19 Mar 2020
Learning Multi-Agent Coordination through Connectivity-driven Communication E. Pesce Giovanni Montana 24 15 0 12 Feb 2020
I Feel I Feel You: A Theory of Mind Experiment in Games Dávid Melhárt Georgios N. Yannakakis Antonios Liapis 19 11 0 23 Jan 2020