Learning Multiagent Communication with Backpropagation

25 May 2016

Papers citing "Learning Multiagent Communication with Backpropagation"

50 / 529 papers shown

Title
From Explicit Communication to Tacit Cooperation:A Novel Paradigm for Cooperative MARL Dapeng Li Zhiwei Xu Bin Zhang Guoliang Fan 46 7 0 28 Apr 2023
SEA: A Spatially Explicit Architecture for Multi-Agent Reinforcement Learning Dapeng Li Zhiwei Xu Bin Zhang Guoliang Fan 3DPC 20 2 0 25 Apr 2023
Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning Zifan Wu Chao Yu C. L. P. Chen Jianye Hao H. Zhuo 34 9 0 31 Mar 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society G. Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Bernard Ghanem SyDa ALM 27 400 0 31 Mar 2023
Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning Y. Lo Christian Schroeder de Witt Samuel Sokota Jakob N. Foerster Shimon Whiteson OffRL 15 5 0 19 Mar 2023
Multi-agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks Jikun Kang Di Wu Ju Wang E. Hossain Xue Liu Gregory Dudek 16 0 0 14 Mar 2023
Guided Image-to-Image Translation by Discriminator-Generator Communication Yuanjiang Cao Lina Yao Le Pan Quan.Z Sheng Xiaojun Chang 23 0 0 07 Mar 2023
On the Role of Emergent Communication for Social Learning in Multi-Agent Reinforcement Learning Seth Karten Siva Kailas Huao Li Katia P. Sycara OffRL 36 4 0 28 Feb 2023
AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning Xuefeng Wang Xinran Li Jiawei Shao Jun Zhang 13 3 0 24 Feb 2023
Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement Learning Cong Guan F. Chen Lei Yuan Zongzhang Zhang Yang Yu OffRL 37 4 0 19 Feb 2023
Promoting Cooperation in Multi-Agent Reinforcement Learning via Mutual Help Yunbo Qiu Yue Jin Lebin Yu Jian Wang Xudong Zhang 15 1 0 18 Feb 2023
Low Entropy Communication in Multi-Agent Reinforcement Learning Lebin Yu Yunbo Qiu Qiexiang Wang Xudong Zhang Jian Wang 15 2 0 10 Feb 2023
Quantum Multi-Agent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems C. Park Won Joon Yun Jae Pyoung Kim Tiago Koketsu Rodrigues Soohyun Park Soyi Jung Joongheon Kim 23 35 0 09 Feb 2023
Towards Skilled Population Curriculum for Multi-Agent Reinforcement Learning R. Wang Longtao Zheng Wei Qiu Bowei He Bo An Zinovi Rabinovich Yujing Hu Yingfeng Chen Tangjie Lv Changjie Fan 33 1 0 07 Feb 2023
Referential communication in heterogeneous communities of pre-trained visual deep networks Matéo Mahaut Francesca Franzon Roberto Dessì Marco Baroni 25 7 0 04 Feb 2023
Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Bin Zhang Dapeng Li Guangchong Zhou Zeren Zhang Guoliang Fan 28 3 0 04 Feb 2023
Multi-Agent Interplay in a Competitive Survival Environment Andrea Fanti 18 0 0 19 Jan 2023
Heterogeneous Multi-Robot Reinforcement Learning Matteo Bettini Ajay Shankar Amanda Prorok 22 40 0 17 Jan 2023
Collaborative Perception in Autonomous Driving: Methods, Datasets and Challenges Yushan Han Hui Zhang Huifang Li Yi Jin Congyan Lang Yidong Li 34 100 0 16 Jan 2023
Opponent-aware Role-based Learning in Team Competitive Markov Games Paramita Koley Aurghya Maiti Niloy Ganguly Sourangshu Bhattacharya 24 1 0 14 Jan 2023
SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning Maxwell Standen Junae Kim Claudia Szabo AAML 29 5 0 11 Jan 2023
Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration Chao Yu Xinyi Yang Jiaxuan Gao Jiayu Chen Yunfei Li ... Yunfei Xiang Rui Huang Huazhong Yang Yi Wu Yu Wang 33 35 0 09 Jan 2023
Scalable Communication for Multi-Agent Reinforcement Learning via Transformer-Based Email Mechanism Xudong Guo Daming Shi Wenhui Fan 22 5 0 05 Jan 2023
Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management Yuandong Ding Ming Feng Guozi Liu Wei Jiang Chuheng Zhang Li Zhao Lei Song Houqiang Li Yan Jin Jiang Bian 27 16 0 15 Dec 2022
What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning? Songyang Han Sanbao Su Sihong He Shuo Han Haizhao Yang Shaofeng Zou Fei Miao AAML 20 22 0 06 Dec 2022
DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning Tingting Yuan Hwei-Ming Chung Jie Yuan Xiaoming Fu 24 13 0 03 Dec 2022
CatlNet: Learning Communication and Coordination Policies from CaTL+ Specifications Wenliang Liu Kevin J. Leahy Zachary Serlin C. Belta 15 1 0 30 Nov 2022
Towards True Lossless Sparse Communication in Multi-Agent Systems Seth Karten Mycal Tucker Siva Kailas Katia P. Sycara 37 4 0 30 Nov 2022
Global Convergence of Localized Policy Iteration in Networked Multi-Agent Reinforcement Learning Yizhou Zhang Guannan Qu Pan Xu Yiheng Lin Zaiwei Chen Adam Wierman 29 25 0 30 Nov 2022
CLAS: Coordinating Multi-Robot Manipulation with Central Latent Action Spaces Elie Aljalbout Maximilian Karl Patrick van der Smagt 21 5 0 28 Nov 2022
Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility C. Park Soohyun Park Gyusun Kim Soyi Jung Jae-Hyun Kim Joongheon Kim 11 3 0 13 Nov 2022
Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation Siddharth Nayak Kenneth M. F. Choi Wenqi Ding Sydney I. Dolan Karthik Gopalakrishnan H. Balakrishnan 17 29 0 03 Nov 2022
Knowing the Past to Predict the Future: Reinforcement Virtual Learning Peng Zhang Yawen Huang Bingzhang Hu Shizheng Wang Haoran Duan Noura Al Moubayed Yefeng Zheng Yang Long OffRL 14 0 0 02 Nov 2022
Equivariant Networks for Zero-Shot Coordination Darius Muglich Christian Schroeder de Witt Elise van der Pol Shimon Whiteson Jakob N. Foerster 50 13 0 21 Oct 2022
Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning Pedro P. Santos Diogo S. Carvalho Miguel Vasco Alberto Sardinha Pedro A. Santos Ana Paiva Francisco S. Melo 21 1 0 12 Oct 2022
Stateful active facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning Dianbo Liu Vedant Shah Oussama Boussif Cristian Meo Anirudh Goyal Tianmin Shu Michael C. Mozer N. Heess Yoshua Bengio 24 7 0 04 Oct 2022
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable and Energy-Efficient Mobile Access via Multi-UAV Control C. Park Won Joon Yun Soyi Jung C. Cordeiro Joongheon Kim 36 13 0 03 Oct 2022
Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps Yue Hu Shaoheng Fang Zixing Lei Yiqi Zhong Siheng Chen 66 222 0 26 Sep 2022
Multi-Agent Sequential Decision-Making via Communication Ziluo Ding Kefan Su Wei-xing Hong Liwen Zhu Tiejun Huang Zongqing Lu 13 1 0 26 Sep 2022
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL R. Gorsane Omayma Mahjoub Ruan de Kock Roland Dubb Siddarth S. Singh Arnu Pretorius OffRL 39 49 0 21 Sep 2022
Neural Graph Databases Maciej Besta Patrick Iff Florian Scheidl Kazuki Osawa Nikoli Dryden Michal Podstawski Tiancheng Chen Torsten Hoefler AI4CE 47 9 0 20 Sep 2022
A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning Kai Cui Anam Tahir Gizem Ekinci Ahmed Elshamanhory Yannick Eich Mengguang Li Heinz Koeppl AI4CE 89 15 0 08 Sep 2022
Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning Diyi Hu Chi Zhang Viktor Prasanna Krishnamachari 24 2 0 02 Sep 2022
Decentralized Coordination in Partially Observable Queueing Networks Jiekai Jia Anam Tahir Heinz Koeppl 37 1 0 29 Aug 2022
Collaborative Perception for Autonomous Driving: Current Status and Future Trend Shunli Ren Siheng Chen Wenjun Zhang 33 29 0 22 Aug 2022
Diversifying Message Aggregation in Multi-Agent Communication via Normalized Tensor Nuclear Norm Regularization Yuanzhao Zhai Kele Xu Bo Ding Dawei Feng Zijian Gao Huaimin Wang 21 0 0 10 Aug 2022
Transferable Multi-Agent Reinforcement Learning with Dynamic Participating Agents Xuting Tang Jia Xu Shusen Wang 17 1 0 04 Aug 2022
Scalable Model-based Policy Optimization for Decentralized Networked Systems Yali Du Chengdong Ma Yuchen Liu Runji Lin Hao Dong Jun Wang Yaodong Yang 28 8 0 13 Jul 2022
NVIF: Neighboring Variational Information Flow for Large-Scale Cooperative Multi-Agent Scenarios Jiajun Chai Yuanheng Zhu Dongbin Zhao 24 0 0 03 Jul 2022
Certifiably Robust Policy Learning against Adversarial Communication in Multi-agent Systems Yanchao Sun Ruijie Zheng Parisa Hassanzadeh Yongyuan Liang S. Feizi Sumitra Ganesh Furong Huang AAML 25 10 0 21 Jun 2022