Learning Multiagent Communication with Backpropagation

25 May 2016

Papers citing "Learning Multiagent Communication with Backpropagation"

50 / 530 papers shown

Title
Measuring Policy Distance for Multi-Agent Reinforcement Learning Tianyi Hu Zhiqiang Pu Xiaolin Ai Tenghai Qiu Jianqiang Yi 27 1 0 20 Jan 2024
T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration Chuxiong Sun Zehua Zang Jiabao Li Jiangmeng Li Xiao Xu Rui Wang Changwen Zheng 22 8 0 19 Jan 2024
Decentralised Emergence of Robust and Adaptive Linguistic Conventions in Populations of Autonomous Agents Grounded in Continuous Worlds Jérôme Botoko Ekila Jens Nevens Lara Verheyen Katrien Beuls Paul Van Eecke 12 3 0 16 Jan 2024
Slot Structured World Models Jonathan Collu Riccardo Majellaro Aske Plaat Thomas M. Moerland OCL 38 1 0 08 Jan 2024
ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering Robert Muller Hasan Turalic Thomy Phan Michael Kolle Jonas Nusslein Claudia Linnhoff-Popien OffRL 42 1 0 07 Jan 2024
Context-aware Communication for Multi-agent Reinforcement Learning Xinran Li Jun Zhang 25 7 0 25 Dec 2023
Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning Yanwen Ba Xuan Liu Xinning Chen Hao Wang Yang Xu Kenli Li Shigeng Zhang 28 2 0 19 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 36 8 0 15 Dec 2023
Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning Wei Geng Baidi Xiao Rongpeng Li Ning Wei Dong Wang Zhifeng Zhao 25 1 0 12 Dec 2023
A Review of Cooperation in Multi-agent Learning Yali Du Joel Z Leibo Usman Islam Richard Willis P. Sunehag 43 31 0 08 Dec 2023
Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning Zican Hu Zongzhang Zhang Huaxiong Li Chunlin Chen Hongyu Ding Zhi Wang 62 8 0 08 Dec 2023
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers Maciej Besta Afonso Claudino Catarino Lukas Gianinazzi Nils Blach Piotr Nyczyk H. Niewiadomski Torsten Hoefler 35 6 0 30 Nov 2023
Learning to Cooperate and Communicate Over Imperfect Channels Jannis Weil Gizem Ekinci Heinz Koeppl Tobias Meuser 23 0 0 24 Nov 2023
RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization Siqi Shen Chennan Ma Chao Li Weiquan Liu Yongquan Fu Songzhu Mei Xinwang Liu Cheng-Yu Wang 23 10 0 03 Nov 2023
Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning M. Gerstgrasser Tom Danino Sarah Keren 29 5 0 01 Nov 2023
Habitat 3.0: A Co-Habitat for Humans, Avatars and Robots Xavi Puig Eric Undersander Andrew Szot Mikael Dallaire Cote Tsung-Yen Yang ... Singh Chaplot Unnat Jain Dhruv Batra †. AksharaRai †. RoozbehMottaghi 16 116 0 19 Oct 2023
Replication of Multi-agent Reinforcement Learning for the "Hide and Seek" Problem Haider Kamal M. Niazi Hammad Afzal 32 0 0 09 Oct 2023
Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control Rohit Bokade Xiaoning Jin Chris Amato 38 10 0 03 Oct 2023
COMPOSER: Scalable and Robust Modular Policies for Snake Robots Yuyou Zhang Yaru Niu Xingyu Liu Ding Zhao 24 2 0 02 Oct 2023
Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning Raffaele Galliera K. Venable Matteo Bassani N. Suri 24 1 0 25 Aug 2023
FoX: Formation-aware exploration in multi-agent reinforcement learning Yonghyeon Jo Sunwoo Lee Junghyuk Yum Seungyul Han 35 5 0 22 Aug 2023
CoMIX: A Multi-agent Reinforcement Learning Training Architecture for Efficient Decentralized Coordination and Independent Decision-Making Giovanni Minelli Mirco Musolesi 33 0 0 21 Aug 2023
Towards Few-shot Coordination: Revisiting Ad-hoc Teamplay Challenge In the Game of Hanabi Hadi Nekoei Xutong Zhao Janarthanan Rajendran Miao Liu Sarath Chandar 25 4 0 20 Aug 2023
Intelligent Communication Planning for Constrained Environmental IoT Sensing with Reinforcement Learning Yi Hu Jinhang Zuo Bob Iannucci Carlee Joe-Wong 16 2 0 19 Aug 2023
DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning Canzhe Zhao Yanjie Ze Jing Dong Baoxiang Wang Shuai Li 25 2 0 19 Aug 2023
An In-Depth Analysis of Discretization Methods for Communication Learning using Backpropagation with Multi-Agent Reinforcement Learning Astrid Vanneste Simon Vanneste Kevin Mets Tom De Schepper Siegfried Mercelis P. Hellinckx 19 0 0 09 Aug 2023
Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning Astrid Vanneste Thomas Somers Simon Vanneste Kevin Mets Tom De Schepper Siegfried Mercelis P. Hellinckx 22 0 0 09 Aug 2023
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning Jingdi Chen Tian-Shing Lan Carlee Joe-Wong 17 15 0 07 Aug 2023
Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation Soohyun Park Jae Pyoung Kim C. Park Soyi Jung Joongheon Kim 37 21 0 03 Aug 2023
Towards More Human-like AI Communication: A Review of Emergent Communication Research Nicolo’ Brandizzi 47 12 0 01 Aug 2023
Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception Kun Yang Dingkang Yang Jingyu Zhang Mingcheng Li Yang Liu Jing Liu Hanqi Wang Peng Sun Liang Song 37 50 0 26 Jul 2023
An Analysis of Multi-Agent Reinforcement Learning for Decentralized Inventory Control Systems Marwan Mousa Damien van de Berg Niki Kotecha Ehecatl Antonio del Rio Chanona M. Mowbray 41 13 0 21 Jul 2023
Two Tales of Platoon Intelligence for Autonomous Mobility Control: Enabling Deep Learning Recipes Soohyun Park Haemin Lee C. Park Soyi Jung Minseok Choi Joongheon Kim 33 2 0 19 Jul 2023
QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning Xiufeng Huang Sheng Zhou 16 1 0 18 Jul 2023
Control as Probabilistic Inference as an Emergent Communication Mechanism in Multi-Agent Reinforcement Learning Tomoaki Nakamura Akira Taniguchi T. Taniguchi AI4CE 13 1 0 11 Jul 2023
Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance Yuchen Fang Zhen-Yu Tang Kan Ren Weiqing Liu Li Zhao Jiang Bian Dongsheng Li Weinan Zhang Yong Yu Tie-Yan Liu 36 7 0 06 Jul 2023
Learning Multi-Agent Communication with Contrastive Learning Y. Lo B. Sengupta Jakob N. Foerster Michael Noukhovitch 49 5 0 03 Jul 2023
Torsion Graph Neural Networks Cong Shen Xiang Liu Jiawei Luo Kelin Xia 37 0 0 23 Jun 2023
Discovering Causality for Efficient Cooperation in Multi-Agent Environments Rafael Pina V. D. Silva Corentin Artaud 36 2 0 20 Jun 2023
CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning Nikunj Gupta Somjit Nath Samira Ebrahimi Kahou 28 0 0 19 Jun 2023
Dynamic Size Message Scheduling for Multi-Agent Communication under Limited Bandwidth Qingshuang Sun Denis Steckelmacher Yuan Yao Ann Nowé Raphael Avalos AI4CE 29 0 0 16 Jun 2023
Hierarchical Task Network Planning for Facilitating Cooperative Multi-Agent Reinforcement Learning Xuechen Mu H. Zhuo Chong Chen Kai Zhang Chao Yu Jianye Hao 43 1 0 14 Jun 2023
Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility C. Park Gyusun Kim Soohyun Park Soyi Jung Joongheon Kim 16 19 0 07 Jun 2023
Inductive Bias for Emergent Communication in a Continuous Setting John Isak Fjellvang Villanger T. Bojesen AI4CE 27 0 0 06 Jun 2023
Collaborative Multi-Agent Video Fast-Forwarding Shuyue Lan Zhilu Wang Ermin Wei A. Roy-Chowdhury Qi Zhu 36 3 0 27 May 2023
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? Yihe Zhou Shunyu Liu Yunpeng Qing Kaixuan Chen Tongya Zheng Jie Song Mingli Song 34 18 0 27 May 2023
The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey Jana Vatter R. Mayer Hans-Arno Jacobsen GNN AI4TS AI4CE 48 23 0 23 May 2023
Multi-Agent Reinforcement Learning: Methods, Applications, Visionary Prospects, and Challenges Ziyuan Zhou Guanjun Liu Ying-Si Tang 33 14 0 17 May 2023
Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation Lei Yuan F. Chen Zhongzhan Zhang Yang Yu AAML 49 10 0 09 May 2023
Information Design in Multi-Agent Reinforcement Learning Yue Lin Wenhao Li H. Zha Baoxiang Wang 29 10 0 08 May 2023