Learning Multiagent Communication with Backpropagation

25 May 2016

Papers citing "Learning Multiagent Communication with Backpropagation"

50 / 530 papers shown

Title
MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning Elise van der Pol Daniel E. Worrall H. V. Hoof F. Oliehoek Max Welling BDL AI4CE 31 156 0 30 Jun 2020
Calibration of Shared Equilibria in General Sum Partially Observable Markov Games N. Vadori Sumitra Ganesh P. Reddy Manuela Veloso 22 15 0 23 Jun 2020
Deep Implicit Coordination Graphs for Multi-agent Reinforcement Learning Sheng Li Jayesh K. Gupta Peter Morales R. Allen Mykel J. Kochenderfer GNN 33 82 0 19 Jun 2020
ForMIC: Foraging via Multiagent RL with Implicit Communication Samuel Shaw Emerson Wenzel Alexis Walker Guillaume Sartoretti OffRL 16 7 0 15 Jun 2020
Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks Georgios Papoudakis Filippos Christianos Lukas Schafer Stefano V. Albrecht OffRL 26 220 0 14 Jun 2020
Learning to Communicate Using Counterfactual Reasoning Simon Vanneste Astrid Vanneste Kevin Mets Tom De Schepper Ali Anwar Siegfried Mercelis Steven Latré P. Hellinckx OffRL 13 11 0 12 Jun 2020
Modeling Human Driving Behavior through Generative Adversarial Imitation Learning Raunak P. Bhattacharyya Blake Wulfe Derek J. Phillips Alex Kuefler Jeremy Morton Ransalu Senanayake Mykel Kochenderfer 14 98 0 10 Jun 2020
Skill Discovery of Coordination in Multi-agent Reinforcement Learning Shuncheng He Jianzhun Shao Xiangyang Ji 26 7 0 07 Jun 2020
Emergent Multi-Agent Communication in the Deep Learning Era Angeliki Lazaridou Marco Baroni AI4CE 48 197 0 03 Jun 2020
When2com: Multi-Agent Perception via Communication Graph Grouping Yen-Cheng Liu Junjiao Tian Nathan Glaser Z. Kira AI4CE 22 207 0 30 May 2020
AI Research Considerations for Human Existential Safety (ARCHES) Andrew Critch David M. Krueger 30 50 0 30 May 2020
Task-Oriented Data Compression for Multi-Agent Communications Over Bit-Budgeted Channels Arsham Mostaani T. Vu Symeon Chatzinotas Björn E. Ottersten 17 11 0 28 May 2020
Non-cooperative Multi-agent Systems with Exploring Agents Jalal Etesami C. Straehle 25 4 0 25 May 2020
Delay-Aware Multi-Agent Reinforcement Learning for Cooperative and Competitive Environments Baiming Chen Mengdi Xu Zuxin Liu Liang-Sheng Li Ding Zhao 17 37 0 11 May 2020
Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-Ray Reports Baoyu Jing Zeya Wang Eric Xing 22 139 0 26 Apr 2020
The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget Anirudh Goyal Yoshua Bengio M. Botvinick Sergey Levine 22 24 0 24 Apr 2020
Correlation-aware Unsupervised Change-point Detection via Graph Neural Networks Ruohong Zhang Yu Hao Donghan Yu Wei-Cheng Chang Guokun Lai Yiming Yang 11 1 0 24 Apr 2020
A Practical Guide to Studying Emergent Communication through Grounded Language Games Jens Nevens Paul Van Eecke Katrien Beuls LLMAG 13 13 0 20 Apr 2020
Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense Yixin Zhu Tao Gao Lifeng Fan Siyuan Huang Mark Edmonds ... Chi Zhang Siyuan Qi Ying Nian Wu J. Tenenbaum Song-Chun Zhu 27 128 0 20 Apr 2020
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning Wenhao Li Bo Jin Xiangfeng Wang Junchi Yan H. Zha 25 21 0 17 Apr 2020
Re-conceptualising the Language Game Paradigm in the Framework of Multi-Agent Reinforcement Learning Paul Van Eecke Katrien Beuls LLMAG 14 4 0 09 Apr 2020
Networked Multi-Agent Reinforcement Learning with Emergent Communication Shubham Gupta Rishi Hazra Ambedkar Dukkipati 20 25 0 06 Apr 2020
Multi-agent Reinforcement Learning for Networked System Control Tianshu Chu Sandeep P. Chinchali Sachin Katti 28 108 0 03 Apr 2020
Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication Jianyu Su Stephen C. Adams Peter A. Beling 26 26 0 01 Apr 2020
Parallel Knowledge Transfer in Multi-Agent Reinforcement Learning Yongyuan Liang Bangwei Li 14 10 0 29 Mar 2020
Who2com: Collaborative Perception via Learnable Handshake Communication Yen-Cheng Liu Junjiao Tian Chih-Yao Ma Nathan Glaser Chia-Wen Kuo Z. Kira 23 162 0 21 Mar 2020
Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 67 773 0 19 Mar 2020
ROMA: Multi-Agent Reinforcement Learning with Emergent Roles Tonghan Wang Heng Dong V. Lesser Chongjie Zhang 57 212 0 18 Mar 2020
"Other-Play" for Zero-Shot Coordination Hengyuan Hu Adam Lerer A. Peysakhovich Jakob N. Foerster VLM OffRL 136 218 0 06 Mar 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 189 922 0 02 Mar 2020
Cluster-Based Social Reinforcement Learning Mahak Goindani Jennifer Neville GNN OffRL 14 5 0 02 Mar 2020
Review, Analysis and Design of a Comprehensive Deep Reinforcement Learning Framework Ngoc Duy Nguyen Thanh Thi Nguyen Hai V. Nguyen Doug Creighton S. Nahavandi 43 3 0 27 Feb 2020
A Visual Communication Map for Multi-Agent Deep Reinforcement Learning Ngoc Duy Nguyen Thanh Thi Nguyen Doug Creighton S. Nahavandi 33 5 0 27 Feb 2020
Multi-Agent Reinforcement Learning as a Computational Tool for Language Evolution Research: Historical Context and Future Challenges Clément Moulin-Frier Pierre-Yves Oudeyer LM&Ro 11 7 0 20 Feb 2020
R-MADDPG for Partially Observable Environments and Limited Communication Rose E. Wang M. Everett Jonathan P. How 17 87 0 16 Feb 2020
Learning Multi-Agent Coordination through Connectivity-driven Communication E. Pesce Giovanni Montana 24 15 0 12 Feb 2020
Learning Structured Communication for Multi-agent Reinforcement Learning Junjie Sheng Xiangfeng Wang Bo Jin Junchi Yan Wenhao Li Tsung-Hui Chang Jun Wang H. Zha 23 50 0 11 Feb 2020
Structural Inductive Biases in Emergent Communication Agnieszka Słowik Abhinav Gupta William L. Hamilton M. Jamnik S. Holden C. Pal AI4CE 43 5 0 04 Feb 2020
Towards Graph Representation Learning in Emergent Communication Agnieszka Słowik Abhinav Gupta William L. Hamilton M. Jamnik S. Holden 35 4 0 24 Jan 2020
Emergence of Pragmatics from Referential Game between Theory of Mind Agents Luyao Yuan Zipeng Fu Jingyue Shen Lu Xu Junhong Shen Song-Chun Zhu LLMAG 24 16 0 21 Jan 2020
Adversarially Guided Self-Play for Adopting Social Conventions Mycal Tucker Yilun Zhou J. Shah 24 14 0 16 Jan 2020
Deep learning reveals hidden interactions in complex systems Seungwoong Ha Hawoong Jeong GNN 38 4 0 03 Jan 2020
Multi-Graph Transformer for Free-Hand Sketch Recognition Peng Xu Chaitanya K. Joshi Xavier Bresson ViT 25 85 0 24 Dec 2019
Joint Interaction and Trajectory Prediction for Autonomous Driving using Graph Neural Networks Donsuk Lee Yiming Gu Jerrick Hoang Micol Marchetti-Bowick GNN 24 38 0 17 Dec 2019
Deep Iterative and Adaptive Learning for Graph Neural Networks Yu Chen Lingfei Wu Mohammed J Zaki GNN 27 47 0 17 Dec 2019
Coordination in Adversarial Sequential Team Games via Multi-Agent Deep Reinforcement Learning A. Celli Marco Ciccone Raffaele Bongo N. Gatti 33 12 0 16 Dec 2019
Biases for Emergent Communication in Multi-agent Reinforcement Learning Tom Eccles Yoram Bachrach Guy Lever Angeliki Lazaridou T. Graepel AI4CE 27 70 0 11 Dec 2019
Inter-Level Cooperation in Hierarchical Reinforcement Learning Abdul Rahman Kreidieh Yiling You Nathan Lichtlé Samyak Parajuli Rayyan Nasr Alexandre M. Bayen 45 14 0 05 Dec 2019
Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning Hengyuan Hu Jakob N. Foerster OffRL 24 82 0 04 Dec 2019
BADGER: Learning to (Learn [Learning Algorithms] through Multi-Agent Communication) Marek Rosa O. Afanasjeva Simon Andersson Joseph Davidson N. Guttenberg Petr Hlubucek Martin Poliak Jaroslav Vítků Jan Feyereisl 22 10 0 03 Dec 2019