Learning Multiagent Communication with Backpropagation

25 May 2016

Papers citing "Learning Multiagent Communication with Backpropagation"

29 / 529 papers shown

Title
Value-Decomposition Networks For Cooperative Multi-Agent Learning P. Sunehag Guy Lever A. Gruslys Wojciech M. Czarnecki V. Zambaldi ... Marc Lanctot Nicolas Sonnerat Joel Z. Leibo K. Tuyls T. Graepel 16 980 0 16 Jun 2017
ACCNet: Actor-Coordinator-Critic Net for "Learning-to-Communicate" with Deep Multi-agent Reinforcement Learning Hangyu Mao Zhibo Gong Yan Ni Zhen Xiao 20 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 8 4,399 0 07 Jun 2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols Serhii Havrylov Ivan Titov LLMAG 32 286 0 31 May 2017
Surface Networks Ilya Kostrikov Zhongshi Jiang Daniele Panozzo Denis Zorin Joan Bruna 14 99 0 30 May 2017
Emergent Communication in a Multi-Modal, Multi-Step Referential Game Katrina Evtimova Andrew Drozdov Douwe Kiela Kyunghyun Cho 14 31 0 29 May 2017
Listen, Interact and Talk: Learning to Speak via Interaction Haichao Zhang Haonan Yu W. Xu 23 13 0 28 May 2017
Counterfactual Multi-Agent Policy Gradients Jakob N. Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson 34 2,040 0 24 May 2017
Supervised Community Detection with Line Graph Neural Networks Zhengdao Chen Xiang Li Joan Bruna 11 78 0 23 May 2017
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters Ron Levie Federico Monti Xavier Bresson M. Bronstein GNN 33 657 0 22 May 2017
Translating Neuralese Jacob Andreas Anca Dragan Dan Klein 26 58 0 23 Apr 2017
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks Federico Monti M. Bronstein Xavier Bresson GNN 11 516 0 22 Apr 2017
Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games Peng Peng Ying Wen Yaodong Yang Quan Yuan Zhenkun Tang Haitao Long Jun Wang 15 333 0 29 Mar 2017
Emergence of Grounded Compositional Language in Multi-Agent Populations Igor Mordatch Pieter Abbeel LLMAG 14 698 0 15 Mar 2017
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Nantas Nardelli Gregory Farquhar Triantafyllos Afouras Philip H. S. Torr Pushmeet Kohli Shimon Whiteson OffRL 111 595 0 28 Feb 2017
Collaborative Deep Reinforcement Learning for Joint Object Search Xiangyu Kong Bo Xin Yizhou Wang G. Hua 11 79 0 18 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,502 0 25 Jan 2017
Multi-Agent Cooperation and the Emergence of (Natural) Language Angeliki Lazaridou A. Peysakhovich Marco Baroni LLMAG 14 429 0 21 Dec 2016
Tracking the World State with Recurrent Entity Networks Mikael Henaff Jason Weston Arthur Szlam Antoine Bordes Yann LeCun KELM 21 226 0 12 Dec 2016
Message Passing Multi-Agent GANs Arna Ghosh Viveka Kulharia Vinay P. Namboodiri AI4CE GAN 21 18 0 05 Dec 2016
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 251 1,811 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 253 3,239 0 24 Nov 2016
Learning to Play Guess Who? and Inventing a Grounded Language as a Consequence Emilio Jorge Mikael Kågebäck Fredrik D. Johansson E. Gustavsson 13 67 0 10 Nov 2016
Divide and Conquer Networks Alex W. Nowak David Folqué Joan Bruna 32 20 0 08 Nov 2016
Learning to Protect Communications with Adversarial Neural Cryptography Martín Abadi David G. Andersen FedML GAN 11 211 0 21 Oct 2016
A Paradigm for Situated and Goal-Driven Language Learning Jon Gauthier Igor Mordatch 11 31 0 12 Oct 2016
Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks Nicolas Usunier Gabriel Synnaeve Zeming Lin Soumith Chintala 14 138 0 10 Sep 2016
Learning to Communicate with Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Yannis Assael Nando de Freitas Shimon Whiteson 18 1,593 0 21 May 2016
On the Role of Collective Sensing and Evolution in Group Formation S. Bennati 7 7 0 22 Feb 2016