Learning Multiagent Communication with Backpropagation

25 May 2016

Papers citing "Learning Multiagent Communication with Backpropagation"

50 / 530 papers shown

Title
Learning Connectivity for Data Distribution in Robot Teams Ekaterina V. Tolstaya Landon Butler Daniel Mox James Paulos Vijay Kumar Alejandro Ribeiro 22 10 0 08 Mar 2021
Inference-Based Deterministic Messaging For Multi-Agent Communication Varun Bhatt M. Buro 28 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 Masayoshi Tomizuka 50 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 35 80 0 15 Feb 2021
Multi-Agent Coordination in Adversarial Environments through Signal Mediated Strategies Federico Cacciamani A. Celli Marco Ciccone N. Gatti 26 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 24 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 36 2 0 02 Jan 2021
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning Matthieu Zimmer Claire Glanois Umer Siddique Paul Weng OffRL 25 59 0 17 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 27 117 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 42 200 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 30 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 41 65 0 24 Nov 2020
Emergent Road Rules In Multi-Agent Driving Environments Avik Pal Jonah Philion Yuan-Hong Liao Sanja Fidler 31 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 21 131 0 12 Nov 2020
Learning to Communicate and Correct Pose Errors Nicholas Vadivelu Mengye Ren James Tu Jingkang Wang R. Urtasun 24 63 0 10 Nov 2020
Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations Zijie Huang Yizhou Sun Wei Wang AI4CE 14 72 0 08 Nov 2020
FireCommander: An Interactive, Probabilistic Multi-agent Environment for Heterogeneous Robot Teams Esmaeil Seraj Xiyang Wu Matthew C. Gombolay AI4CE 16 9 0 31 Oct 2020
Succinct and Robust Multi-Agent Communication With Temporal Message Control Shanghang Zhang Jieyu Lin Qi Zhang 27 57 0 27 Oct 2020
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving Ming Zhou Jun 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 44 40 0 16 Oct 2020
Multi-Agent Trust Region Policy Optimization Hepeng Li Haibo He 21 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 21 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 19 17 0 10 Oct 2020
Self-play for Data Efficient Language Acquisition Charles Lovering Ellie Pavlick SyDa 22 0 0 10 Oct 2020
Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning Navid Naderializadeh Fan Hung S. Soleyman D. Khosla 21 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 30 204 0 04 Oct 2020
Correcting Experience Replay for Multi-Agent Communication S. Ahilan Peter Dayan 22 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 41 226 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 37 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 32 160 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 25 6 0 27 Aug 2020
Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images Guy Leroy Daniel Rueckert A. Alansary OffRL 18 19 0 18 Aug 2020
Learning Complex Multi-Agent Policies in Presence of an Adversary Siddharth Ghiya Katia Sycara 18 3 0 18 Aug 2020
Deep Q-Network Based Multi-agent Reinforcement Learning with Binary Action Agents A. M. Hafiz G. M. Bhat AI4CE 28 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 31 15 0 03 Aug 2020
Off-Policy Multi-Agent Decomposed Policy Gradients Yihan Wang Beining Han Tonghan Wang Heng Dong Chongjie Zhang 35 174 0 24 Jul 2020
Reinforcement Communication Learning in Different Social Network Structures M. Dubova A. Moskvichev Robert L. Goldstone GNN 22 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 29 11 0 14 Jul 2020
Multi-Agent Routing Value Iteration Network Quinlan Sykora Mengye Ren R. Urtasun 32 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 Alex Schwing 26 55 0 09 Jul 2020
One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control Wenlong Huang Igor Mordatch Deepak Pathak 51 167 0 09 Jul 2020
Natural Emergence of Heterogeneous Strategies in Artificially Intelligent Competitive Teams A. Deka Katia Sycara AAML 31 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 30 22 0 03 Jul 2020