Learning Multiagent Communication with Backpropagation

25 May 2016

Papers citing "Learning Multiagent Communication with Backpropagation"

50 / 529 papers shown

Title
Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning Hangyu Mao Wulong Liu Jianye Hao Jun Luo Dong Li Zhengchao Zhang Jun Wang Zhen Xiao OffRL 24 74 0 03 Dec 2019
Option-Critic in Cooperative Multi-agent Systems Jhelum Chakravorty Nadeem Ward Julien Roy Maxime Chevalier-Boisvert Sumana Basu Andrei Lupu Doina Precup 9 30 0 28 Nov 2019
Multi-Agent Deep Reinforcement Learning with Adaptive Policies Yixiang Wang Feng Wu 13 2 0 28 Nov 2019
Contrastive Learning of Structured World Models Thomas Kipf Elise van der Pol Max Welling OCL DRL 22 278 0 27 Nov 2019
Multi-Agent Game Abstraction via Graph Attention Neural Network Y. Liu Weixun Wang Yujing Hu Jianye Hao Xingguo Chen Yang Gao 22 239 0 25 Nov 2019
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms Kaipeng Zhang Zhuoran Yang Tamer Basar 38 1,180 0 24 Nov 2019
Agent Probing Interaction Policies Siddharth Ghiya Oluwafemi Azeez Brendan Miller 16 0 0 21 Nov 2019
Learning Autocomplete Systems as a Communication Game Mina Lee Tatsunori B. Hashimoto Percy Liang 14 12 0 16 Nov 2019
Learning to Communicate in Multi-Agent Reinforcement Learning : A Review Mohamed Salah Zaïem Etienne Bennequin 17 13 0 13 Nov 2019
Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication Ruize Wang Zhongyu Wei Ying Cheng Piji Li Haijun Shan Ji Zhang Qi Zhang Xuanjing Huang VGen DiffM 15 13 0 11 Nov 2019
Bayesian Graph Convolutional Neural Networks using Node Copying Soumyasundar Pal Florence Regol Mark J. Coates BDL GNN 30 12 0 08 Nov 2019
Efficient Multi-robot Exploration via Multi-head Attention-based Cooperation Strategy Shuqi Liu Zhaoxia Wu 19 2 0 05 Nov 2019
Learning Fairness in Multi-Agent Systems Jiechuan Jiang Zongqing Lu 16 68 0 31 Oct 2019
Bayesian Graph Convolutional Neural Networks Using Non-Parametric Graph Learning Soumyasundar Pal Florence Regol Mark J. Coates BDL GNN 11 13 0 26 Oct 2019
Capacity, Bandwidth, and Compositionality in Emergent Language Learning Cinjon Resnick Abhinav Gupta Jakob N. Foerster Andrew M. Dai Kyunghyun Cho 18 51 0 24 Oct 2019
ProDyn0: Inferring calponin homology domain stretching behavior using graph neural networks Ali Madani Cyna R Shirazinejad Jia Rui Ong Hengameh Shams M. Mofrad 19 0 0 22 Oct 2019
A New Framework for Multi-Agent Reinforcement Learning -- Centralized Training and Exploration with Decentralized Execution via Policy Distillation Gang Chen 17 40 0 21 Oct 2019
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning Nicolas Carion Gabriel Synnaeve A. Lazaric Nicolas Usunier 24 29 0 19 Oct 2019
Learning from My Partner's Actions: Roles in Decentralized Robot Teams Dylan P. Losey Mengxi Li Jeannette Bohg Dorsa Sadigh 16 24 0 16 Oct 2019
MAVEN: Multi-Agent Variational Exploration Anuj Mahajan Tabish Rashid Mikayel Samvelyan Shimon Whiteson DRL 137 355 0 16 Oct 2019
On Learning Paradigms for the Travelling Salesman Problem Chaitanya K. Joshi T. Laurent Xavier Bresson 73 33 0 16 Oct 2019
Visual Hide and Seek Boyuan Chen Shuran Song Hod Lipson Carl Vondrick 17 22 0 15 Oct 2019
Learning Nearly Decomposable Value Functions Via Communication Minimization Tonghan Wang Jianhao Wang Chongyi Zheng Chongjie Zhang 17 133 0 11 Oct 2019
Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching Ming Zhou Jiarui Jin Weinan Zhang Zhiwei Qin Yan Jiao Chenxi Wang Guobin Wu Yong Yu Jieping Ye 7 86 0 07 Oct 2019
Attention-based Fault-tolerant Approach for Multi-agent Reinforcement Learning Systems Mingyang Geng Kele Xu Yiying Li Shuqi Liu Bo Ding Huaimin Wang AAML 114 9 0 05 Oct 2019
Multi-agent Collaboration for Feasible Collaborative Behavior Construction and Evaluation Yunkai Wang Shenhan Jia Zexi Chen Zheyuan Huang R. Xiong 14 0 0 30 Sep 2019
Multi-Agent Actor-Critic with Hierarchical Graph Attention Network Heechang Ryu Hayong Shin Jinkyoo Park 17 115 0 27 Sep 2019
Emergent Tool Use From Multi-Agent Autocurricula Bowen Baker I. Kanitscheider Todor Markov Yi Wu Glenn Powell Bob McGrew Igor Mordatch LRM 37 646 0 17 Sep 2019
Modeling Sensorimotor Coordination as Multi-Agent Reinforcement Learning with Differentiable Communication Bowen Jing William Yin 14 1 0 12 Sep 2019
On Memory Mechanism in Multi-Agent Reinforcement Learning Yilun Zhou Derrik E. Asher Nicholas R. Waytowich J. Shah 17 2 0 11 Sep 2019
Signal Instructed Coordination in Cooperative Multi-agent Reinforcement Learning Liheng Chen Hongyi Guo Yali Du Fei Fang Haifeng Zhang Yaoming Zhu Ming Zhou Weinan Zhang Qing Wang Yong Yu 16 8 0 10 Sep 2019
Partner Approximating Learners (PAL): Simulation-Accelerated Learning with Explicit Partner Modeling in Multi-Agent Domains Florian Köpf A. Nitsch M. Flad Sören Hohmann 8 2 0 09 Sep 2019
Bi-level Actor-Critic for Multi-agent Coordination Haifeng Zhang Weizhe Chen Zeren Huang Minne Li Yaodong Yang Weinan Zhang Jun Wang 98 91 0 08 Sep 2019
Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control S. Zhang Qi Zhang Jieyu Lin 6 99 0 06 Sep 2019
Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning Lifeng Fan Wenguan Wang Siyuan Huang Xinyu Tang Song-Chun Zhu 14 107 0 04 Sep 2019
STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control Yanan Wang Tong Xu Xin Niu Chang Tan Enhong Chen Hui Xiong 14 8 0 28 Aug 2019
Experimental performance of graph neural networks on random instances of max-cut Weichi Yao Afonso S. Bandeira Soledad Villar 35 38 0 15 Aug 2019
Mastering emergent language: learning to guide in simulated navigation Mathijs Mul Diane Bouchacourt Elia Bruni LLMAG 19 9 0 14 Aug 2019
A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 48 412 0 11 Aug 2019
Action Semantics Network: Considering the Effects of Actions in Multiagent Systems Weixun Wang Tianpei Yang Yong Liu Jianye Hao Xiaotian Hao Yujing Hu Yingfeng Chen Changjie Fan Yang Gao 14 35 0 26 Jul 2019
Learning Set-equivariant Functions with SWARM Mappings Roland Vollgraf 13 3 0 22 Jun 2019
Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning Georgios Papoudakis Filippos Christianos Arrasy Rahman Stefano V. Albrecht 24 186 0 11 Jun 2019
A Two-Step Graph Convolutional Decoder for Molecule Generation Xavier Bresson T. Laurent 17 60 0 08 Jun 2019
Ease-of-Teaching and Language Structure from Emergent Communication Fushan Li Michael H. Bowling 15 101 0 06 Jun 2019
An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem Chaitanya K. Joshi T. Laurent Xavier Bresson GNN 9 355 0 04 Jun 2019
Learning Transferable Cooperative Behavior in Multi-Agent Teams Akshat Agarwal Sumit Kumar Katia P. Sycara AI4CE 32 117 0 04 Jun 2019
Entropy Minimization In Emergent Languages Eugene Kharitonov Rahma Chaabouni Diane Bouchacourt Marco Baroni 15 3 0 31 May 2019
Attentional Policies for Cross-Context Multi-Agent Reinforcement Learning Matthew A. Wright R. Horowitz 17 3 0 31 May 2019
Neural Consciousness Flow Xiaoran Xu Wei Feng Zhiqing Sun Zhihong Deng GNN AI4CE 25 2 0 30 May 2019
Quantifying the Alignment of Graph and Features in Deep Learning Yifan Qian P. Expert Tom Rieu P. Panzarasa Mauricio Barahona 23 18 0 30 May 2019