Learning Multiagent Communication with Backpropagation

25 May 2016

Papers citing "Learning Multiagent Communication with Backpropagation"

50 / 529 papers shown

Title
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 30 550 0 12 Oct 2018
Learning to Communicate Implicitly By Actions Zheng Tian Shihao Zou Ian Davies Tim Warr Lisheng Wu Haitham Bou-Ammar Jun Wang 22 24 0 10 Oct 2018
Actor-Attention-Critic for Multi-Agent Reinforcement Learning Shariq Iqbal Fei Sha 6 737 0 05 Oct 2018
Learning-Based Physical Layer Communications for Multi-agent Collaboration Arsham Mostaani Osvaldo Simeone Symeon Chatzinotas Björn E. Ottersten 11 3 0 02 Oct 2018
Relational Forward Models for Multi-Agent Learning Andrea Tacchetti H. F. Song P. Mediano V. Zambaldi Neil C. Rabinowitz T. Graepel M. Botvinick Peter W. Battaglia AI4CE 8 76 0 28 Sep 2018
Hierarchical Deep Multiagent Reinforcement Learning with Temporal Abstraction Hongyao Tang Jianye Hao Tangjie Lv Yingfeng Chen Zongzhang Zhang ... Chunxu Ren Yan Zheng Zhaopeng Meng Changjie Fan Li Wang OffRL 8 23 0 25 Sep 2018
TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game Peng Sun Xinghai Sun Lei Han Jiechao Xiong Qing Wang ... Yang Zheng Ji Liu Yongsheng Liu Han Liu Tong Zhang 18 75 0 19 Sep 2018
CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning Jiachen Yang A. Nakhaei David Isele K. Fujimura H. Zha 21 75 0 13 Sep 2018
A survey on Deep Learning Advances on Different 3D Data Representations Eman Ahmed Alexandre Saint Abd El Rahman Shabayek K. Cherenkova Rig Das Gleb Gusev Djamila Aouada Björn E. Ottersten AI4TS 3DPC 25 95 0 04 Aug 2018
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning Max Jaderberg Wojciech M. Czarnecki Iain Dunning Luke Marris Guy Lever ... Joel Z. Leibo David Silver Demis Hassabis Koray Kavukcuoglu T. Graepel OffRL 30 714 0 03 Jul 2018
Learning Existing Social Conventions via Observationally Augmented Self-Play Adam Lerer A. Peysakhovich OffRL 14 2 0 26 Jun 2018
Multi-Agent Deep Reinforcement Learning with Human Strategies Thanh Nguyen Ngoc Duy Nguyen S. Nahavandi 14 12 0 12 Jun 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 94 3,078 0 04 Jun 2018
Efficient Entropy for Policy Gradient with Multidimensional Action Space Yiming Zhang Q. Vuong Kenny Song Xiao-Yue Gong Keith Ross 25 16 0 02 Jun 2018
Planning, Inference and Pragmatics in Sequential Language Games Fereshte Khani Noah D. Goodman Percy Liang LRM 14 25 0 30 May 2018
Learning to Teach in Cooperative Multiagent Reinforcement Learning Shayegan Omidshafiei Dong-Ki Kim Miao Liu Gerald Tesauro Matthew D Riemer Chris Amato Murray Campbell Jonathan P. How 7 135 0 20 May 2018
Learning Attentional Communication for Multi-Agent Cooperation Jiechuan Jiang Zongqing Lu 17 481 0 20 May 2018
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game Haichao Zhang Haonan Yu W. Xu LLMAG 40 8 0 26 Apr 2018
Vehicle Communication Strategies for Simulated Highway Driving Cinjon Resnick I. Kulikov Kyunghyun Cho Jason Weston 17 7 0 19 Apr 2018
Emergent Communication through Negotiation Kris Cao Angeliki Lazaridou Marc Lanctot Joel Z. Leibo K. Tuyls S. Clark 19 153 0 11 Apr 2018
Compositional Obverter Communication Learning From Raw Visual Input E. Choi Angeliki Lazaridou Nando de Freitas 18 75 0 06 Apr 2018
StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning Kun Shao Yuanheng Zhu Dongbin Zhao 107 170 0 03 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 43 1,654 0 30 Mar 2018
What deep learning can tell us about higher cognitive functions like mindreading? Jaan Aru Raul Vicente AIMat 19 3 0 28 Mar 2018
Deep Communicating Agents for Abstractive Summarization Asli Celikyilmaz Antoine Bosselut Xiaodong He Yejin Choi AI4CE 16 305 0 27 Mar 2018
Graph Partition Neural Networks for Semi-Supervised Classification Renjie Liao Marc Brockschmidt Daniel Tarlow Alexander L. Gaunt R. Urtasun R. Zemel GNN 22 76 0 16 Mar 2018
Attention-based Graph Neural Network for Semi-supervised Learning K. K. Thekumparampil Chong-Jun Wang Sewoong Oh Li-Jia Li GNN 29 331 0 10 Mar 2018
Convolutional Geometric Matrix Completion Kai-Lang Yao Wu-Jun Li Jianbo Yang Xinyan Lu GNN 10 8 0 02 Mar 2018
Modeling Others using Oneself in Multi-Agent Reinforcement Learning Roberta Raileanu Emily L. Denton Arthur Szlam Rob Fergus 20 200 0 26 Feb 2018
Fourier Policy Gradients M. Fellows K. Ciosek Shimon Whiteson 16 15 0 19 Feb 2018
Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning Saurabh Kumar Pararth Shah Dilek Z. Hakkani-Tür Larry Heck AI4CE 8 34 0 22 Dec 2017
Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning Xiangyu Kong Bo Xin Fangchen Liu Yizhou Wang 18 44 0 20 Dec 2017
CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication Jin-Hwa Kim Nikita Kitaev Xinlei Chen Marcus Rohrbach Byoung-Tak Zhang Yuandong Tian Dhruv Batra Devi Parikh DiffM VGen 30 25 0 15 Dec 2017
Multi-focus Attention Network for Efficient Deep Reinforcement Learning Jinyoung Choi Beom-Jin Lee Byoung-Tak Zhang 14 47 0 13 Dec 2017
Recurrent Relational Networks Rasmus Berg Palm Ulrich Paquet Ole Winther GNN ReLM NAI 44 139 0 21 Nov 2017
Residual Gated Graph ConvNets Xavier Bresson T. Laurent GNN 25 461 0 20 Nov 2017
Few-Shot Learning with Graph Neural Networks Victor Garcia Satorras Joan Bruna GNN 20 1,230 0 10 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 19 627 0 02 Nov 2017
Interpretable and Pedagogical Examples S. Milli Pieter Abbeel Igor Mordatch 16 14 0 02 Nov 2017
Emergent Translation in Multi-Agent Communication Jason D. Lee Kyunghyun Cho Jason Weston Douwe Kiela 16 68 0 12 Oct 2017
Learning of Coordination Policies for Robotic Swarms Qiyang Li Xintong Du Yizhou Huang Quinlan Sykora Angela P. Schoellig 16 10 0 19 Sep 2017
A Study of AI Population Dynamics with Million-agent Reinforcement Learning Yaodong Yang Lantao Yu Yiwei Bai Jun Wang Weinan Zhang Ying Wen Yong Yu 16 7 0 13 Sep 2017
Learning with Opponent-Learning Awareness Jakob N. Foerster Richard Y. Chen Maruan Al-Shedivat Shimon Whiteson Pieter Abbeel Igor Mordatch 27 536 0 13 Sep 2017
Combining Strategic Learning and Tactical Search in Real-Time Strategy Games Nicolas A. Barriga Marius Stanescu M. Buro 11 40 0 11 Sep 2017
A Deep Reinforcement Learning Chatbot Iulian Serban Chinnadhurai Sankar M. Germain Saizheng Zhang Zhouhan Lin ... Dendi Suhubdy Vincent Michalski A. Nguyen Joelle Pineau Yoshua Bengio 28 234 0 07 Sep 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 32 2,359 0 19 Aug 2017
Analogs of Linguistic Structure in Deep Representations Jacob Andreas Dan Klein NAI 8 16 0 25 Jul 2017
Natural Language Does Not Emerge Ñaturally' in Multi-Agent Dialog Satwik Kottur José M. F. Moura Stefan Lee Dhruv Batra LLMAG 13 217 0 26 Jun 2017
Revised Note on Learning Algorithms for Quadratic Assignment with Graph Neural Networks Alex W. Nowak Soledad Villar Afonso S. Bandeira Joan Bruna 30 113 0 22 Jun 2017
VAIN: Attentional Multi-agent Predictive Modeling Yedid Hoshen GNN 41 237 0 19 Jun 2017