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Autocurricula and the Emergence of Innovation from Social Interaction: A Manifesto for Multi-Agent Intelligence Research

2 March 2019

Papers citing "Autocurricula and the Emergence of Innovation from Social Interaction: A Manifesto for Multi-Agent Intelligence Research"

45 / 45 papers shown

Title
Deep RL Needs Deep Behavior Analysis: Exploring Implicit Planning by Model-Free Agents in Open-Ended Environments Riley Simmons-Edler R. Badman Felix Baastad Berg Raymond Chua John J. Vastola Joshua Lunger William Qian K. Rajan OffRL 17 0 0 08 Jun 2025
Collaborative Learning in Agentic Systems: A Collective AI is Greater Than the Sum of Its Parts Saptarshi Nath Christos Peridis Eseoghene Benjamin Xinran Liu Soheil Kolouri Peter Kinnell Zexin Li Cong Liu Shirin Dora Andrea Soltoggio 30 0 0 05 Jun 2025
TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning Giuseppe Paolo Abdelhakim Benechehab Hamza Cherkaoui Albert Thomas Balázs Kégl 96 0 0 21 Feb 2025
High-fidelity social learning via shared episodic memories enhances collaborative foraging through mnemonic convergence Ismael T. Freire P. Verschure 58 1 0 31 Dec 2024
A Multi-agent Reinforcement Learning Study of Evolution of Communication and Teaching under Libertarian and Utilitarian Governing Systems Aslan S. Dizaji 53 1 0 04 Mar 2024
An Invitation to Deep Reinforcement Learning Bernhard Jaeger Andreas Geiger OffRL OOD 158 5 0 13 Dec 2023
Eco-evolutionary Dynamics of Non-episodic Neuroevolution in Large Multi-agent Environments Hamon Gautier Eleni Nisioti Clément Moulin-Frier 72 2 0 18 Feb 2023
Diversity Through Exclusion (DTE): Niche Identification for Reinforcement Learning through Value-Decomposition P. Sunehag A. Vezhnevets Edgar A. Duénez-Guzmán Igor Mordach Joel Z Leibo 55 2 0 02 Feb 2023
Emergent collective intelligence from massive-agent cooperation and competition H. Chen Stone Tao Jiaxin Chen Weihan Shen Xihui Li Chenghui Yu Sikai Cheng Xiaolong Zhu Xiu Li 30 4 0 04 Jan 2023
Extended Intelligence D. Barack Andrew Jaegle 78 5 0 15 Sep 2022
Reward-Sharing Relational Networks in Multi-Agent Reinforcement Learning as a Framework for Emergent Behavior H. Haeri Reza Ahmadzadeh Kshitij Jerath 59 10 0 12 Jul 2022
Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS Eleni Nisioti Matéo Mahaut Pierre-Yves Oudeyer Ida Momennejad Clément Moulin-Frier 90 10 0 10 Jun 2022
Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework Evana Gizzi Lakshmi Nair Sonia Chernova Jivko Sinapov AI4CE 63 15 0 21 Apr 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 123 11 0 01 Mar 2022
It Takes Four to Tango: Multiagent Selfplay for Automatic Curriculum Generation Yuqing Du Pieter Abbeel Aditya Grover 109 18 0 22 Feb 2022
Environment Generation for Zero-Shot Compositional Reinforcement Learning Izzeddin Gur Natasha Jaques Yingjie Miao Jongwook Choi Manoj Kumar Tiwari Honglak Lee Aleksandra Faust 91 43 0 21 Jan 2022
Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems Jiayu Chen Yuanxin Zhang Yuanfan Xu Huimin Ma Huazhong Yang Jiaming Song Yu Wang Yi Wu VLM DRL 82 32 0 08 Nov 2021
Open-Ended Learning Leads to Generally Capable Agents Open-Ended Learning Team Adam Stooke Anuj Mahajan Catarina Barros Charlie Deck ... Nicolas Porcel Roberta Raileanu Steph Hughes-Fitt Valentin Dalibard Wojciech M. Czarnecki 128 190 0 27 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
Explore and Control with Adversarial Surprise Arnaud Fickinger Natasha Jaques Samyak Parajuli Michael Chang Nicholas Rhinehart Glen Berseth Stuart J. Russell Sergey Levine 73 8 0 12 Jul 2021
Meta-control of social learning strategies Anil Yaman Nicolas Bredèche Onur cCaylak Joel Z Leibo Sang Wan Lee 60 4 0 18 Jun 2021
A learning agent that acquires social norms from public sanctions in decentralized multi-agent settings Eugene Vinitsky Raphael Köster J. Agapiou Edgar A. Duénez-Guzmán A. Vezhnevets Joel Z Leibo 81 41 0 16 Jun 2021
RLupus: Cooperation through emergent communication in The Werewolf social deduction game Nicolo’ Brandizzi D. Grossi Luca Iocchi 63 9 0 09 Jun 2021
From Motor Control to Team Play in Simulated Humanoid Football Siqi Liu Guy Lever Zhe Wang J. Merel S. M. Ali Eslami ... Tuomas Haarnoja Brendan D. Tracey K. Tuyls T. Graepel N. Heess 117 134 0 25 May 2021
Modelling Behavioural Diversity for Learning in Open-Ended Games Nicolas Perez Nieves Yaodong Yang Oliver Slumbers D. Mguni Ying Wen Jun Wang 84 71 0 14 Mar 2021
Learning in Matrix Games can be Arbitrarily Complex Gabriel P. Andrade Rafael Frongillo Georgios Piliouras 57 30 0 05 Mar 2021
Adversarial Environment Generation for Learning to Navigate the Web Izzeddin Gur Natasha Jaques Kevin Malta Manoj Kumar Tiwari Honglak Lee Aleksandra Faust 116 17 0 02 Mar 2021
HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging Nikunj Gupta G. Srinivasaraghavan S. Mohalik Nishant Kumar Matthew E. Taylor 55 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 121 203 0 15 Dec 2020
Grounding Artificial Intelligence in the Origins of Human Behavior Eleni Nisioti Clément Moulin-Frier AI4CE 115 5 0 15 Dec 2020
Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design Michael Dennis Natasha Jaques Eugene Vinitsky Alexandre M. Bayen Stuart J. Russell Andrew Critch Sergey Levine 111 237 0 03 Dec 2020
Inductive Biases for Deep Learning of Higher-Level Cognition Anirudh Goyal Yoshua Bengio AI4CE 118 366 0 30 Nov 2020
Emergent Road Rules In Multi-Agent Driving Environments Avik Pal Jonah Philion Yuan-Hong Liao Sanja Fidler 79 11 0 21 Nov 2020
DeepMind Lab2D C. Beattie Thomas Koppe Edgar A. Duénez-Guzmán Joel Z. Leibo VLM 86 18 0 13 Nov 2020
Emergent Reciprocity and Team Formation from Randomized Uncertain Social Preferences Bowen Baker LRM 69 37 0 10 Nov 2020
A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning Arnu Pretorius Scott A. Cameron Elan Van Biljon Tom Makkink Shahil Mawjee J. D. Plessis Jonathan P. Shock Alexandre Laterre Karim Beguir 67 12 0 15 Oct 2020
UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning Tarun Gupta Anuj Mahajan Bei Peng Wendelin Bohmer Shimon Whiteson OffRL 120 50 0 06 Oct 2020
Biases for Emergent Communication in Multi-agent Reinforcement Learning Tom Eccles Yoram Bachrach Guy Lever Angeliki Lazaridou T. Graepel AI4CE 83 70 0 11 Dec 2019
BADGER: Learning to (Learn [Learning Algorithms] through Multi-Agent Communication) Marek Rosa O. Afanasjeva Simon Andersson Joseph Davidson N. Guttenberg Petr Hlubucek Martin Poliak Jaroslav Vítků Jan Feyereisl 80 10 0 03 Dec 2019
Emergent Tool Use From Multi-Agent Autocurricula Bowen Baker I. Kanitscheider Todor Markov Yi Wu Glenn Powell Bob McGrew Igor Mordatch LRM 72 658 0 17 Sep 2019
Exploration with Unreliable Intrinsic Reward in Multi-Agent Reinforcement Learning Wendelin Bohmer Tabish Rashid Shimon Whiteson 41 24 0 05 Jun 2019
Options as responses: Grounding behavioural hierarchies in multi-agent RL A. Vezhnevets Yuhuai Wu Rémi Leblond Joel Z Leibo AI4CE 92 17 0 04 Jun 2019
Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence Yuhang Song Andrzej Wojcicki Thomas Lukasiewicz Jianyi Wang Abi Aryan Zhenghua Xu Mai Xu Zihan Ding Lianlong Wu AI4CE ELM 114 34 0 17 May 2019
Multiparty Dynamics and Failure Modes for Machine Learning and Artificial Intelligence David Manheim 30 23 0 16 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 119 569 0 12 Oct 2018