Learning Multiagent Communication with Backpropagation

25 May 2016

Papers citing "Learning Multiagent Communication with Backpropagation"

50 / 530 papers shown

Title
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 33 10 0 21 Jun 2022
A Critical Review of Communications in Multi-Robot Systems Jennifer Gielis A. Shankar Amanda Prorok 32 66 0 19 Jun 2022
Universally Expressive Communication in Multi-Agent Reinforcement Learning Matthew Morris Thomas D. Barrett Arnu Pretorius 24 4 0 14 Jun 2022
Scalable Joint Learning of Wireless Multiple-Access Policies and their Signaling Mateus P. Mota Álvaro Valcarce J. Gorce 27 6 0 08 Jun 2022
Consensus Learning for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Bin Zhang Dapeng Li Zeren Zhang Guangchong Zhou Hao Chen Guoliang Fan 24 14 0 06 Jun 2022
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL Siyi Hu Chuanlong Xie Xiaodan Liang Xiaojun Chang 16 20 0 01 Jun 2022
Residual Q-Networks for Value Function Factorizing in Multi-Agent Reinforcement Learning Rafael Pina V. D. Silva Joosep Hook A. Kondoz 22 13 0 30 May 2022
QGNN: Value Function Factorisation with Graph Neural Networks Ryan Kortvelesy Amanda Prorok 32 15 0 25 May 2022
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems Ho Long Fung Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi 37 5 0 25 May 2022
Scalable Multi-Agent Model-Based Reinforcement Learning Vladimir Egorov A. Shpilman 26 22 0 25 May 2022
Learning Interacting Dynamical Systems with Latent Gaussian Process ODEs Çağatay Yıldız M. Kandemir Barbara Rakitsch 57 11 0 24 May 2022
Collaborative 3D Object Detection for Automatic Vehicle Systems via Learnable Communications Junyong Wang Yuan Zeng Yi Gong 3DPC 39 5 0 24 May 2022
Learning to Advise and Learning from Advice in Cooperative Multi-Agent Reinforcement Learning Yue Jin Shuangqing Wei Jian Yuan Xudong Zhang 23 0 0 23 May 2022
Coordinating Policies Among Multiple Agents via an Intelligent Communication Channel Dianbo Liu Vedant Shah Oussama Boussif Cristian Meo Anirudh Goyal Tianmin Shu Michael C. Mozer N. Heess Yoshua Bengio 27 0 0 21 May 2022
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis Maciej Besta Torsten Hoefler GNN 36 56 0 19 May 2022
Rate-Constrained Remote Contextual Bandits Francesco Pase Deniz Gündüz M. Zorzi 34 8 0 26 Apr 2022
Collaborative Auto-Curricula Multi-Agent Reinforcement Learning with Graph Neural Network Communication Layer for Open-ended Wildfire-Management Resource Distribution P. D. Siedler AI4CE 25 3 0 24 Apr 2022
Resilient robot teams: a review integrating decentralised control, change-detection, and learning David M. Bossens Sarvapali Ramchurn Danesh Tarapore 33 5 0 21 Apr 2022
Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Dapeng Li Bin Zhang Yuan Zhan Yunru Bai Guoliang Fan OffRL 27 7 0 20 Apr 2022
Reinforcement learning on graphs: A survey Mingshuo Nie Dongming Chen Dongqi Wang 49 45 0 13 Apr 2022
An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning Astrid Vanneste Simon Vanneste Kevin Mets Tom De Schepper Siegfried Mercelis Steven Latré P. Hellinckx 19 3 0 12 Apr 2022
Distributed Reinforcement Learning for Robot Teams: A Review Yutong Wang Mehul Damani Pamela Wang Yuhong Cao Guillaume Sartoretti 47 22 0 07 Apr 2022
Coach-assisted Multi-Agent Reinforcement Learning Framework for Unexpected Crashed Agents Jian Zhao Youpeng Zhao Weixun Wang Mingyu Yang Xu Hu Wen-gang Zhou Jianye Hao Houqiang Li 15 7 0 16 Mar 2022
CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning Jian Zhao Xu Hu Mingyu Yang Wen-gang Zhou Jiangcheng Zhu Houqiang Li OffRL 25 16 0 16 Mar 2022
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization Sanjeev Kumar Karn Ning Liu Hinrich Schütze Oladimeji Farri MedIm 11 18 0 15 Mar 2022
Learning to Infer Belief Embedded Communication Guo Ye Han Liu B. Sengupta 21 0 0 15 Mar 2022
An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility Lukas M. Schmidt Johanna Brosig Axel Plinge Bjoern M. Eskofier Christopher Mutschler 38 33 0 15 Mar 2022
Leveraging Smooth Attention Prior for Multi-Agent Trajectory Prediction Zhangjie Cao Erdem Biyik Guy Rosman Dorsa Sadigh 46 11 0 08 Mar 2022
Multi-Agent Broad Reinforcement Learning for Intelligent Traffic Light Control Ruijie Zhu Lulu Li Shuning Wu Pei Lv Yafai Li Mingliang Xu 28 50 0 08 Mar 2022
On-the-fly Strategy Adaptation for ad-hoc Agent Coordination Jaleh Zand Jack Parker-Holder Stephen J. Roberts 22 13 0 08 Mar 2022
Learning to Ground Decentralized Multi-Agent Communication with Contrastive Learning Y. Lo B. Sengupta 30 4 0 07 Mar 2022
A Decentralized Communication Framework based on Dual-Level Recurrence for Multi-Agent Reinforcement Learning Jingchen Li Haobin Shi Kao-Shing Hwang 10 3 0 22 Feb 2022
PooL: Pheromone-inspired Communication Framework forLarge Scale Multi-Agent Reinforcement Learning Zixuan Cao Mengzhi Shi Zhanbo Zhao Xiujun Ma 32 0 0 20 Feb 2022
Communication-Efficient Actor-Critic Methods for Homogeneous Markov Games Dingyang Chen Yile Li Qi Zhang OffRL 26 10 0 18 Feb 2022
Remote Contextual Bandits Francesco Pase Deniz Gunduz M. Zorzi 21 5 0 10 Feb 2022
Boosting Graph Neural Networks by Injecting Pooling in Message Passing Hyeokjin Kwon Jong-Min Lee 36 0 0 08 Feb 2022
Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization Dianbo Liu Alex Lamb Xu Ji Pascal Junior Tikeng Notsawo Michael C. Mozer Yoshua Bengio Kenji Kawaguchi 19 14 0 02 Feb 2022
FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems Yutong Wang Guillaume Sartoretti 25 8 0 28 Jan 2022
Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming Sachin Konan Esmaeil Seraj Matthew C. Gombolay LRM 6 27 0 20 Jan 2022
Interpretable Learned Emergent Communication for Human-Agent Teams Seth Karten Mycal Tucker Huao Li Siva Kailas Michael Lewis Katia Sycara AI4CE 23 10 0 19 Jan 2022
GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning Jingqing Ruan Yali Du Xuantang Xiong Dengpeng Xing Xiyun Li Linghui Meng Haifeng Zhang Jun Wang Bo Xu 46 29 0 17 Jan 2022
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control Won Joon Yun Soohyun Park Joongheon Kim Myungjae Shin Soyi Jung David A. Mohaisen Jae-Hyun Kim 11 124 0 15 Jan 2022
CGIBNet: Bandwidth-constrained Communication with Graph Information Bottleneck in Multi-Agent Reinforcement Learning Qi Tian Kun Kuang Baoxiang Wang Furui Liu Fei Wu 26 0 0 20 Dec 2021
Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks Aneesh Komanduri J. Zhan BDL GNN 20 3 0 14 Dec 2021
Meta-CPR: Generalize to Unseen Large Number of Agents with Communication Pattern Recognition Module Wei-Cheng Tseng Wei Wei Da-Cheng Juan Min Sun 36 2 0 14 Dec 2021
Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution Yunru Bai Chen Gong Bin Zhang Guoliang Fan Xinwen Hou Yu Liu 27 6 0 09 Dec 2021
Residual Pathway Priors for Soft Equivariance Constraints Marc Finzi Gregory W. Benton A. Wilson BDL UQCV 24 54 0 02 Dec 2021
Multi-Agent Intention Sharing via Leader-Follower Forest Zeyang Liu Lipeng Wang Xuefeng Sui Kewu Sun Xuguang Lan 37 3 0 02 Dec 2021
The Power of Communication in a Distributed Multi-Agent System P. D. Siedler 20 3 0 30 Nov 2021
Multi-lingual agents through multi-headed neural networks J. Thomas Raúl Santos-Rodríguez Robert Piechocki M. Anca 33 1 0 22 Nov 2021