Learning Multiagent Communication with Backpropagation

25 May 2016

Papers citing "Learning Multiagent Communication with Backpropagation"

50 / 529 papers shown

Title
Inference-Based Deterministic Messaging For Multi-Agent Communication Varun Bhatt M. Buro 16 4 0 03 Mar 2021
Learning Emergent Discrete Message Communication for Cooperative Reinforcement Learning Sheng Li Yutai Zhou R. Allen Mykel J. Kochenderfer 34 13 0 24 Feb 2021
Credit Assignment with Meta-Policy Gradient for Multi-Agent Reinforcement Learning Jianzhun Shao Hongchang Zhang Yuhang Jiang Shuncheng He Xiangyang Ji 29 5 0 24 Feb 2021
Grounded Relational Inference: Domain Knowledge Driven Explainable Autonomous Driving Chen Tang Nishan Srishankar Sujitha Martin M. Tomizuka 39 10 0 23 Feb 2021
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning Weijiao Zhang Hao Liu Fan Wang Tong Xu Haoran Xin Dejing Dou Hui Xiong 27 79 0 15 Feb 2021
Multi-Agent Coordination in Adversarial Environments through Signal Mediated Strategies Federico Cacciamani A. Celli Marco Ciccone N. Gatti 14 8 0 09 Feb 2021
The emergence of visual semantics through communication games Daniela Mihai Jonathon S. Hare SSL 19 4 0 25 Jan 2021
HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging Nikunj Gupta G. Srinivasaraghavan S. Mohalik Nishant Kumar Matthew E. Taylor 18 15 0 18 Jan 2021
Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning over Noisy Channels Tze-Yang Tung S. Kobus Joan S. Pujol Roig Deniz Gunduz 28 2 0 02 Jan 2021
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning Matthieu Zimmer Claire Glanois Umer Siddique Paul Weng OffRL 23 58 0 17 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 115 0 16 Dec 2020
Open Problems in Cooperative AI Allan Dafoe Edward Hughes Yoram Bachrach Tantum Collins Kevin R. McKee Joel Z. Leibo Kate Larson T. Graepel 24 199 0 15 Dec 2020
Specializing Inter-Agent Communication in Heterogeneous Multi-Agent Reinforcement Learning using Agent Class Information Douglas De Rizzo Meneghetti Reinaldo A. C. Bianchi AI4CE 24 0 0 14 Dec 2020
Learning Multi-Arm Manipulation Through Collaborative Teleoperation Albert Tung J. Wong Ajay Mandlekar Roberto Martín-Martín Yuke Zhu Li Fei-Fei Silvio Savarese 22 48 0 12 Dec 2020
PowerNet: Multi-agent Deep Reinforcement Learning for Scalable Powergrid Control Dong Chen Kaian Chen Tianshu Chu Rui Yao F. Qiu Kaixiang Lin 33 64 0 24 Nov 2020
Emergent Road Rules In Multi-Agent Driving Environments Avik Pal Jonah Philion Yuan-Hong Liao Sanja Fidler 13 11 0 21 Nov 2020
Learning Latent Representations to Influence Multi-Agent Interaction Annie Xie Dylan P. Losey R. Tolsma Chelsea Finn Dorsa Sadigh DRL 18 132 0 12 Nov 2020
Learning to Communicate and Correct Pose Errors Nicholas Vadivelu Mengye Ren James Tu Jingkang Wang R. Urtasun 14 63 0 10 Nov 2020
Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations Zijie Huang Yizhou Sun Wei Wang AI4CE 6 72 0 08 Nov 2020
FireCommander: An Interactive, Probabilistic Multi-agent Environment for Heterogeneous Robot Teams Esmaeil Seraj Xiyang Wu Matthew C. Gombolay AI4CE 9 9 0 31 Oct 2020
Succinct and Robust Multi-Agent Communication With Temporal Message Control S. Zhang Jieyu Lin Qi Zhang 19 57 0 27 Oct 2020
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving Ming Zhou Jun-Jie Luo Julian Villela Yaodong Yang David Rusu ... H. Ammar Hongbo Zhang Wulong Liu Jianye Hao Jun Wang 139 193 0 19 Oct 2020
Multi-Agent Collaboration via Reward Attribution Decomposition Tianjun Zhang Huazhe Xu Xiaolong Wang Yi Wu Kurt Keutzer Joseph E. Gonzalez Yuandong Tian 29 40 0 16 Oct 2020
Multi-Agent Trust Region Policy Optimization Hepeng Li Haibo He 16 40 0 15 Oct 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 6 11 0 15 Oct 2020
Event-Triggered Multi-agent Reinforcement Learning with Communication under Limited-bandwidth Constraint Guangzhen Hu Yuanheng Zhu Dongbin Zhao Mengchen Zhao Jianye Hao 11 17 0 10 Oct 2020
Self-play for Data Efficient Language Acquisition Charles Lovering Ellie Pavlick SyDa 12 0 0 10 Oct 2020
Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning Navid Naderializadeh Fan Hung S. Soleyman D. Khosla 11 27 0 09 Oct 2020
RODE: Learning Roles to Decompose Multi-Agent Tasks Tonghan Wang Tarun Gupta Anuj Mahajan Bei Peng Shimon Whiteson Chongjie Zhang OffRL 22 203 0 04 Oct 2020
Correcting Experience Replay for Multi-Agent Communication S. Ahilan Peter Dayan 14 10 0 02 Oct 2020
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators S. Abadal Akshay Jain Robert Guirado Jorge López-Alonso Eduard Alarcón GNN 27 225 0 30 Sep 2020
Towards Heterogeneous Multi-Agent Reinforcement Learning with Graph Neural Networks Douglas De Rizzo Meneghetti Reinaldo A. C. Bianchi 22 9 0 28 Sep 2020
With Whom to Communicate: Learning Efficient Communication for Multi-Robot Collision Avoidance Álvaro Serra-Gómez B. Brito Hai Zhu Jen Jen Chung Javier Alonso-Mora 27 18 0 25 Sep 2020
GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training Tianle Cai Shengjie Luo Keyulu Xu Di He Tie-Yan Liu Liwei Wang GNN 23 158 0 07 Sep 2020
Document-editing Assistants and Model-based Reinforcement Learning as a Path to Conversational AI Katya Kudashkina P. Pilarski R. Sutton KELM 17 6 0 27 Aug 2020
Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images Guy Leroy Daniel Rueckert A. Alansary OffRL 8 19 0 18 Aug 2020
Learning Complex Multi-Agent Policies in Presence of an Adversary Siddharth Ghiya Katia P. Sycara 8 3 0 18 Aug 2020
Deep Q-Network Based Multi-agent Reinforcement Learning with Binary Action Agents A. M. Hafiz G. M. Bhat AI4CE 16 2 0 06 Aug 2020
The Emergence of Adversarial Communication in Multi-Agent Reinforcement Learning J. Blumenkamp Amanda Prorok AAML AI4CE 16 59 0 06 Aug 2020
Learning Agile Locomotion via Adversarial Training Yujin Tang Jie Tan Tatsuya Harada 16 15 0 03 Aug 2020
Off-Policy Multi-Agent Decomposed Policy Gradients Yihan Wang Beining Han Tonghan Wang Heng Dong Chongjie Zhang 25 174 0 24 Jul 2020
Reinforcement Communication Learning in Different Social Network Structures M. Dubova A. Moskvichev Robert L. Goldstone GNN 14 9 0 19 Jul 2020
Dynamic Relational Inference in Multi-Agent Trajectories Ruichao Xiao Manish Kumar Singh Rose Yu 36 2 0 16 Jul 2020
Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning Shauharda Khadka Estelle Aflalo Mattias Marder Avrech Ben-David Santiago Miret Shie Mannor Tamir Hazan Hanlin Tang Somdeb Majumdar GNN 27 11 0 14 Jul 2020
Multi-Agent Routing Value Iteration Network Quinlan Sykora Mengye Ren R. Urtasun 25 38 0 09 Jul 2020
A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks Unnat Jain Luca Weihs Eric Kolve Ali Farhadi Svetlana Lazebnik Aniruddha Kembhavi A. Schwing 18 55 0 09 Jul 2020
One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control Wenlong Huang Igor Mordatch Deepak Pathak 39 164 0 09 Jul 2020
Natural Emergence of Heterogeneous Strategies in Artificially Intelligent Competitive Teams A. Deka Katia P. Sycara AAML 23 32 0 06 Jul 2020
Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity Gonçalo M. Correia Vlad Niculae Wilker Aziz André F. T. Martins BDL 22 22 0 03 Jul 2020
MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning Elise van der Pol Daniel E. Worrall H. V. Hoof F. Oliehoek Max Welling BDL AI4CE 31 155 0 30 Jun 2020