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"Other-Play" for Zero-Shot Coordination

6 March 2020

Papers citing ""Other-Play" for Zero-Shot Coordination"

46 / 146 papers shown

Title
On-the-fly Strategy Adaptation for ad-hoc Agent Coordination Jaleh Zand Jack Parker-Holder Stephen J. Roberts 65 14 0 08 Mar 2022
Reliably Re-Acting to Partner's Actions with the Social Intrinsic Motivation of Transfer Empowerment T. V. D. Heiden H. V. Hoof E. Gavves Christoph Salge 31 0 0 07 Mar 2022
Learning Robust Real-Time Cultural Transmission without Human Data Cultural General Intelligence Team Avishkar Bhoopchand Bethanie Brownfield Adrian Collister Agustin Dal Lago ... Alex Platonov Evan Senter Sukhdeep Singh Alexander Zacherl Lei M. Zhang VLM 125 11 0 01 Mar 2022
Communicating Robot Conventions through Shared Autonomy Ananth Jonnavittula Dylan P. Losey 79 7 0 22 Feb 2022
Zero-Shot Assistance in Sequential Decision Problems Sebastiaan De Peuter Samuel Kaski 152 6 0 15 Feb 2022
Learning Intuitive Policies Using Action Features Mingwei Ma Jizhou Liu Samuel Sokota Max Kleiman-Weiner Jakob N. Foerster 95 4 0 29 Jan 2022
Any-Play: An Intrinsic Augmentation for Zero-Shot Coordination Keane Lucas R. Allen 103 26 0 28 Jan 2022
Assisting Unknown Teammates in Unknown Tasks: Ad Hoc Teamwork under Partial Observability Joao G. Ribeiro Cassandro Martinho Alberto Sardinha Francisco S. Melo 67 9 0 10 Jan 2022
Lyapunov Exponents for Diversity in Differentiable Games Jonathan Lorraine Paul Vicol Jack Parker-Holder Tal Kachman Luke Metz Jakob N. Foerster 72 7 0 24 Dec 2021
Maximum Entropy Population-Based Training for Zero-Shot Human-AI Coordination Rui Zhao Jinming Song Yufeng Yuan Haifeng Hu Yang Gao Yi Wu Zhongqian Sun Yang Wei 95 69 0 22 Dec 2021
Modeling Strong and Human-Like Gameplay with KL-Regularized Search Athul Paul Jacob David J. Wu Gabriele Farina Adam Lerer Hengyuan Hu A. Bakhtin Jacob Andreas Noam Brown 60 54 0 14 Dec 2021
Multi-lingual agents through multi-headed neural networks J. Thomas Raúl Santos-Rodríguez Robert Piechocki M. Anca 57 1 0 22 Nov 2021
Reinforcement Learning on Human Decision Models for Uniquely Collaborative AI Teammates Nicholas Kantack 38 2 0 18 Nov 2021
A Survey of Zero-shot Generalisation in Deep Reinforcement Learning Robert Kirk Amy Zhang Edward Grefenstette Tim Rocktaschel OffRL 109 173 0 18 Nov 2021
Learning to Cooperate with Unseen Agent via Meta-Reinforcement Learning Rujikorn Charakorn P. Manoonpong Nat Dilokthanakul 85 5 0 05 Nov 2021
Instructive artificial intelligence (AI) for human training, assistance, and explainability Nicholas Kantack Nina Cohen Nathan D. Bos Corey Lowman James Everett Timothy Endres 27 2 0 02 Nov 2021
Dynamic population-based meta-learning for multi-agent communication with natural language Abhinav Gupta Marc Lanctot Angeliki Lazaridou LLMAG 161 20 0 27 Oct 2021
Collaborating with Humans without Human Data D. Strouse Kevin R. McKee M. Botvinick Edward Hughes Richard Everett 184 171 0 15 Oct 2021
Multi-Agent MDP Homomorphic Networks Elise van der Pol H. V. Hoof F. Oliehoek Max Welling AI4CE 100 30 0 09 Oct 2021
Behaviour-conditioned policies for cooperative reinforcement learning tasks Antti Keurulainen Isak Westerlund Ariel Kwiatkowski Samuel Kaski Alexander Ilin 29 0 0 04 Oct 2021
Scalable Online Planning via Reinforcement Learning Fine-Tuning Arnaud Fickinger Hengyuan Hu Brandon Amos Stuart J. Russell Noam Brown 97 21 0 30 Sep 2021
Emergent Discrete Communication in Semantic Spaces Mycal Tucker Huao Li Siddharth Agrawal Dana Hughes Katia Sycara Michael Lewis J. Shah 54 29 0 04 Aug 2021
Evaluation of Human-AI Teams for Learned and Rule-Based Agents in Hanabi H. Siu Jaime D. Peña Edenna Chen Yutai Zhou Victor J. Lopez Kyle Palko K. Chang R. Allen 138 58 0 15 Jul 2021
Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot Joel Z Leibo Edgar A. Duénez-Guzmán A. Vezhnevets J. Agapiou P. Sunehag Raphael Köster Jayd Matyas Charlie Beattie Igor Mordatch T. Graepel OffRL 93 111 0 14 Jul 2021
Few-shot Language Coordination by Modeling Theory of Mind Hao Zhu Graham Neubig Yonatan Bisk 103 36 0 12 Jul 2021
Learned Belief Search: Efficiently Improving Policies in Partially Observable Settings Hengyuan Hu Adam Lerer Noam Brown Jakob N. Foerster 118 20 0 16 Jun 2021
A New Formalism, Method and Open Issues for Zero-Shot Coordination Johannes Treutlein Michael Dennis Caspar Oesterheld Jakob N. Foerster OffRL 87 35 0 11 Jun 2021
Deception in Social Learning: A Multi-Agent Reinforcement Learning Perspective P. Chelarescu 68 7 0 09 Jun 2021
Human-agent coordination in a group formation game Tuomas Takko Kunal Bhattacharya Daniel Monsivais K. Kaski 65 5 0 20 May 2021
Learning to Communicate with Strangers via Channel Randomisation Methods Dylan R. Cope Nandi Schoots 63 3 0 19 Apr 2021
On the Critical Role of Conventions in Adaptive Human-AI Collaboration Andy Shih Arjun Sawhney J. Kondic Stefano Ermon Dorsa Sadigh 103 37 0 07 Apr 2021
Quasi-Equivalence Discovery for Zero-Shot Emergent Communication Kalesha Bullard Douwe Kiela Franziska Meier Joelle Pineau Jakob N. Foerster 136 20 0 14 Mar 2021
Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization Zhen-Yu Tang Chao Yu Boyuan Chen Huazhe Xu Xiaolong Wang Fei Fang S. Du Yu Wang Yi Wu 121 55 0 08 Mar 2021
Off-Belief Learning Hengyuan Hu Adam Lerer Brandon Cui David J. Wu Luis Pineda Noam Brown Jakob N. Foerster OffRL 65 73 0 06 Mar 2021
Continuous Coordination As a Realistic Scenario for Lifelong Learning Hadi Nekoei Akilesh Badrinaaraayanan Aaron Courville Sarath Chandar CLL OffRL 84 41 0 04 Mar 2021
Quantifying the effects of environment and population diversity in multi-agent reinforcement learning Kevin R. McKee Joel Z Leibo Charlie Beattie Richard Everett 95 35 0 16 Feb 2021
Emergent Communication under Competition Michael Noukhovitch Travis LaCroix Angeliki Lazaridou Aaron Courville 96 26 0 25 Jan 2021
Evaluating the Robustness of Collaborative Agents P. Knott Micah Carroll Sam Devlin K. Ciosek Katja Hofmann Anca Dragan Rohin Shah 67 36 0 14 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 126 203 0 15 Dec 2020
Robust Multi-Agent Reinforcement Learning with Social Empowerment for Coordination and Communication T. V. D. Heiden Christoph Salge E. Gavves H. V. Hoof 51 9 0 15 Dec 2020
Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian Jack Parker-Holder Luke Metz Cinjon Resnick Hengyuan Hu Adam Lerer Alistair Letcher A. Peysakhovich Aldo Pacchiano Jakob N. Foerster 50 24 0 12 Nov 2020
Exploring Zero-Shot Emergent Communication in Embodied Multi-Agent Populations Kalesha Bullard Franziska Meier Douwe Kiela Joelle Pineau Jakob N. Foerster 71 17 0 29 Oct 2020
Multi-Agent Collaboration via Reward Attribution Decomposition Tianjun Zhang Huazhe Xu Xiaolong Wang Yi Wu Kurt Keutzer Joseph E. Gonzalez Yuandong Tian 73 40 0 16 Oct 2020
Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning Shariq Iqbal Christian Schroeder de Witt Bei Peng Wendelin Bohmer Shimon Whiteson Fei Sha 92 68 0 07 Jun 2020
Generating and Adapting to Diverse Ad-Hoc Cooperation Agents in Hanabi Rodrigo Canaan Xianbo Gao Julian Togelius Andy Nealen Stefan Menzel 38 13 0 28 Apr 2020
Evaluating the Rainbow DQN Agent in Hanabi with Unseen Partners Rodrigo Canaan Xianbo Gao Youjin Chung Julian Togelius Andy Nealen Stefan Menzel 47 4 0 28 Apr 2020