Multiagent Cooperation and Competition with Deep Reinforcement Learning

27 November 2015

Papers citing "Multiagent Cooperation and Competition with Deep Reinforcement Learning"

40 / 290 papers shown

Title
Actor-Attention-Critic for Multi-Agent Reinforcement Learning Shariq Iqbal Fei Sha 6 737 0 05 Oct 2018
CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning Jiachen Yang A. Nakhaei David Isele K. Fujimura H. Zha 29 75 0 13 Sep 2018
Emergence of Scenario-Appropriate Collaborative Behaviors for Teams of Robotic Bodyguards Hassam Sheikh Ladislau Bölöni 13 3 0 12 Sep 2018
Factorized Q-Learning for Large-Scale Multi-Agent Systems M. Zhou Yong Chen Ying Wen Yaodong Yang Yufeng Su Weinan Zhang Dell Zhang Jun Wang AI4CE 32 68 0 11 Sep 2018
APES: a Python toolbox for simulating reinforcement learning environments Aqeel Labash Ardi Tampuu Tambet Matiisen Jaan Aru Raul Vicente 14 2 0 31 Aug 2018
Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks Yasar Sinan Nasir Dongning Guo 17 464 0 01 Aug 2018
Adaptive Mechanism Design: Learning to Promote Cooperation T. Baumann T. Graepel John Shawe-Taylor 16 26 0 11 Jun 2018
Scalable Centralized Deep Multi-Agent Reinforcement Learning via Policy Gradients Arbaaz Khan Clark Zhang Daniel D. Lee Vijay Kumar Alejandro Ribeiro 6 30 0 22 May 2018
The Sharer's Dilemma in Collective Adaptive Systems of Self-Interested Agents Lenz Belzner Kyrill Schmid Thomy Phan Thomas Gabor M. Wirsing 19 4 0 28 Apr 2018
Leveraging Statistical Multi-Agent Online Planning with Emergent Value Function Approximation Thomy Phan Lenz Belzner Thomas Gabor Kyrill Schmid OffRL 16 15 0 17 Apr 2018
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 78 1,656 0 30 Mar 2018
What deep learning can tell us about higher cognitive functions like mindreading? Jaan Aru Raul Vicente AIMat 27 3 0 28 Mar 2018
Intent-aware Multi-agent Reinforcement Learning Siyuan Qi Song-Chun Zhu 16 30 0 06 Mar 2018
Deep Reinforcement Learning for Sponsored Search Real-time Bidding Jun Zhao Guang Qiu Ziyu Guan Wei Zhao Xiaofei He 18 81 0 01 Mar 2018
Efficient Collaborative Multi-Agent Deep Reinforcement Learning for Large-Scale Fleet Management Kaixiang Lin Renyu Zhao Zhe Xu Jiayu Zhou 10 8 0 18 Feb 2018
Modeling the Formation of Social Conventions from Embodied Real-Time Interactions Ismael T. Freire Clément Moulin-Frier Martí Sánchez-Fibla X. Arsiwalla P. Verschure 23 15 0 16 Feb 2018
Deep Reinforcement Learning of Cell Movement in the Early Stage of C. elegans Embryogenesis Zehao Wang Dali Wang Chengcheng Li Yichi Xu Husheng Li Z. Bao 21 35 0 14 Jan 2018
A Deep Policy Inference Q-Network for Multi-Agent Systems Zhang-Wei Hong Shih-Yang Su Tzu-Yun Shann Yi-Hsiang Chang Chun-Yi Lee 17 85 0 21 Dec 2017
Action Branching Architectures for Deep Reinforcement Learning Arash Tavakoli Fabio Pardo Petar Kormushev 22 258 0 24 Nov 2017
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning Marc Lanctot V. Zambaldi A. Gruslys Angeliki Lazaridou K. Tuyls Julien Perolat David Silver T. Graepel 36 628 0 02 Nov 2017
Consequentialist conditional cooperation in social dilemmas with imperfect information A. Peysakhovich Adam Lerer 38 65 0 19 Oct 2017
Emergent Complexity via Multi-Agent Competition Trapit Bansal J. Pachocki Szymon Sidor Ilya Sutskever Igor Mordatch 16 384 0 10 Oct 2017
Parameter Sharing Deep Deterministic Policy Gradient for Cooperative Multi-agent Reinforcement Learning Xiangxiang Chu Hangjun Ye 25 56 0 01 Oct 2017
Prosocial learning agents solve generalized Stag Hunts better than selfish ones A. Peysakhovich Adam Lerer 32 107 0 08 Sep 2017
Deep Learning for Video Game Playing Niels Justesen Philip Bontrager Julian Togelius S. Risi VLM 24 206 0 25 Aug 2017
A Survey of Learning in Multiagent Environments: Dealing with Non-Stationarity Pablo Hernandez-Leal Michael Kaisers T. Baarslag Enrique Munoz de Cote 21 272 0 28 Jul 2017
Lenient Multi-Agent Deep Reinforcement Learning Gregory Palmer K. Tuyls D. Bloembergen Rahul Savani 20 160 0 14 Jul 2017
Maintaining cooperation in complex social dilemmas using deep reinforcement learning Adam Lerer A. Peysakhovich 42 159 0 04 Jul 2017
ACCNet: Actor-Coordinator-Critic Net for "Learning-to-Communicate" with Deep Multi-agent Reinforcement Learning Hangyu Mao Zhibo Gong Yan Ni Zhen Xiao 30 44 0 10 Jun 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 49 4,407 0 07 Jun 2017
The Morphospace of Consciousness X. Arsiwalla Ricard Sole Clément Moulin-Frier Ivan Herreros-Alonso Martí Sánchez-Fibla P. Verschure 13 27 0 31 May 2017
Counterfactual Multi-Agent Policy Gradients Jakob N. Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson 36 2,042 0 24 May 2017
Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning El-Mahdi El-Mhamdi R. Guerraoui Hadrien Hendrikx Alexandre Maurer 8 28 0 10 Apr 2017
Embodied Artificial Intelligence through Distributed Adaptive Control: An Integrated Framework Clément Moulin-Frier J. Puigbò X. Arsiwalla Martí Sánchez-Fibla P. Verschure 11 25 0 05 Apr 2017
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Nantas Nardelli Gregory Farquhar Triantafyllos Afouras Philip Torr Pushmeet Kohli Shimon Whiteson OffRL 134 595 0 28 Feb 2017
Opponent Modeling in Deep Reinforcement Learning He He Jordan L. Boyd-Graber Kevin Kwok Hal Daumé III BDL 31 324 0 18 Sep 2016
Learning Multiagent Communication with Backpropagation Sainbayar Sukhbaatar Arthur Szlam Rob Fergus 47 1,137 0 25 May 2016
Learning to Communicate with Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Yannis Assael Nando de Freitas Shimon Whiteson 46 1,595 0 21 May 2016
On the Role of Collective Sensing and Evolution in Group Formation S. Bennati 17 7 0 22 Feb 2016
Learning to Communicate to Solve Riddles with Deep Distributed Recurrent Q-Networks Jakob N. Foerster Yannis Assael Nando de Freitas Shimon Whiteson 15 147 0 08 Feb 2016