Learning to Communicate with Deep Multi-Agent Reinforcement Learning

21 May 2016

Papers citing "Learning to Communicate with Deep Multi-Agent Reinforcement Learning"

50 / 260 papers shown

Title
Internet of Agents: Fundamentals, Applications, and Challenges Yuntao Wang Shaolong Guo Yanghe Pan Zhou Su Fahao Chen Tom H. Luan Peng Li Jiawen Kang Dusit Niyato LLMAG LM&Ro AI4CE 60 0 0 12 May 2025
Interpretable Emergent Language Using Inter-Agent Transformers Mannan Bhardwaj AI4CE 88 0 0 04 May 2025
Don't lie to your friends: Learning what you know from collaborative self-play Jacob Eisenstein Reza Aghajani Adam Fisch Dheeru Dua Fantine Huot Mirella Lapata Vicky Zayats Jonathan Berant 72 0 0 18 Mar 2025
Multi-Robot Collaboration through Reinforcement Learning and Abstract Simulation Adam Labiosa Josiah P. Hanna 49 0 0 07 Mar 2025
Learning to Negotiate via Voluntary Commitment Shuhui Zhu Baoxiang Wang Sriram Ganapathi Subramanian Pascal Poupart 58 0 0 05 Mar 2025
The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems Zengqing Wu Takayuki Ito 42 0 0 23 Feb 2025
Implicit Repair with Reinforcement Learning in Emergent Communication Fábio Vital A. Sardinha Francisco S. Melo 39 0 0 18 Feb 2025
CSAOT: Cooperative Multi-Agent System for Active Object Tracking Hy Nguyen Bao Pham Hung Du Srikanth Thudumu Rajesh Vasa K. Mouzakis 42 1 0 23 Jan 2025
Game Theory and Multi-Agent Reinforcement Learning : From Nash Equilibria to Evolutionary Dynamics Neil De La Fuente Miquel Noguer i Alonso Guim Casadellà 36 0 0 31 Dec 2024
On Diffusion Models for Multi-Agent Partial Observability: Shared Attractors, Error Bounds, and Composite Flow Tonghan Wang Heng Dong Yanchen Jiang David C. Parkes Milind Tambe DiffM 44 2 0 17 Oct 2024
PACE: Abstractions for Communicating Efficiently Andrea Silvi Andrea Silvi Devdatt Dubhashi Vikas Garg LLMAG 32 0 0 30 Sep 2024
Constrained Bandwidth Observation Sharing for Multi-Robot Navigation in Dynamic Environments via Intelligent Knapsack Anirudh Chari Rui Chen Han Zheng Changliu Liu 24 0 0 16 Sep 2024
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey Nikolaos Pippas Cagatay Turkay Elliot A. Ludvig AIFin 89 3 0 20 Aug 2024
The Bandit Whisperer: Communication Learning for Restless Bandits Yunfan Zhao Tonghan Wang Dheeraj M. Nagaraj Aparna Taneja Milind Tambe 49 5 0 11 Aug 2024
A Review of the Applications of Deep Learning-Based Emergent Communication Brendon Boldt David R. Mortensen VLM 31 6 0 03 Jul 2024
Multi-agent Cooperative Games Using Belief Map Assisted Training Qinwei Huang Chen Luo Alex B. Wu Simon Khan Hai Helen Li Qinru Qiu 36 0 0 27 Jun 2024
The Overcooked Generalisation Challenge Constantin Ruhdorfer Matteo Bortoletto Anna Penzkofer Andreas Bulling 48 4 0 25 Jun 2024
Multi-agent Reinforcement Learning with Deep Networks for Diverse Q-Vectors Zhenglong Luo Zhiyong Chen James Welsh 20 1 0 12 Jun 2024
Cognitive Insights and Stable Coalition Matching for Fostering Multi-Agent Cooperation Jiaqi Shao Tianjun Yuan Tao Lin Xuanyu Cao 44 0 0 28 May 2024
Mimicry and the Emergence of Cooperative Communication Dylan R. Cope Peter McBurney 27 0 0 26 May 2024
SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition Wenjing Zhang Wei Zhang 41 0 0 04 Mar 2024
Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition Dylan R. Cope Peter McBurney 32 0 0 26 Feb 2024
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents Wenkai Yang Xiaohan Bi Yankai Lin Sishuo Chen Jie Zhou Xu Sun LLMAG AAML 44 53 0 17 Feb 2024
Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing Haobin Jiang Ziluo Ding Zongqing Lu 24 2 0 03 Feb 2024
Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects Min Hua Dong Chen Xinda Qi Kun Jiang Z. Liu Quan Zhou Hongming Xu 20 10 0 18 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 33 8 0 15 Dec 2023
Learning to Cooperate and Communicate Over Imperfect Channels Jannis Weil Gizem Ekinci Heinz Koeppl Tobias Meuser 18 0 0 24 Nov 2023
Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning M. Gerstgrasser Tom Danino Sarah Keren 21 5 0 01 Nov 2023
Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches Jihong Park Seung-Woo Ko Jinho D. Choi Seong-Lyun Kim M. Bennis 36 7 0 14 Oct 2023
Cheap Talking Algorithms Daniele Condorelli Massimiliano Furlan 21 1 0 11 Oct 2023
Effective Multi-Agent Deep Reinforcement Learning Control with Relative Entropy Regularization Chenyang Miao Yunduan Cui Huiyun Li Xin Wu 24 5 0 26 Sep 2023
Recent Progress in Energy Management of Connected Hybrid Electric Vehicles Using Reinforcement Learning Mingya Hua Bin Shuai Quan Zhou Jinhai Wang Yinglong He Hongming Xu 39 2 0 28 Aug 2023
FoX: Formation-aware exploration in multi-agent reinforcement learning Yonghyeon Jo Sunwoo Lee Junghyuk Yum Seungyul Han 32 5 0 22 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
Transformers in Reinforcement Learning: A Survey Pranav Agarwal A. Rahman P. St-Charles Simon J. D. Prince Samira Ebrahimi Kahou OffRL 24 18 0 12 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
Decentralized Multi-Agent Reinforcement Learning with Global State Prediction Josh Bloom Pranjal Paliwal Apratim Mukherjee Carlo Pinciroli 22 3 0 22 Jun 2023
Inter-Cell Network Slicing With Transfer Learning Empowered Multi-Agent Deep Reinforcement Learning Tianlun Hu Qi Liao Li-Yu Daisy Liu Georg Carle 11 3 0 20 Jun 2023
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction Mohamed K. Abdel-Aziz Mohammed S. Elbamby S. Samarakoon M. Bennis 18 4 0 20 Jun 2023
Collaborative Multi-Agent Video Fast-Forwarding Shuyue Lan Zhilu Wang Ermin Wei A. Roy-Chowdhury Qi Zhu 28 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 Yanhao Huang Jie Song 31 17 0 27 May 2023
End-to-End Simultaneous Speech Translation with Differentiable Segmentation Shaolei Zhang Yang Feng 20 17 0 25 May 2023
Low-Entropy Latent Variables Hurt Out-of-Distribution Performance Nandi Schoots Dylan R. Cope OODD OOD 26 0 0 20 May 2023
Task-Oriented Communication Design at Scale Arsham Mostaani T. Vu Hamed Habibi Symeon Chatzinotas Björn E. Ottersten 21 3 0 15 May 2023
Towards Effective and Interpretable Human-Agent Collaboration in MOBA Games: A Communication Perspective Yiming Gao Feiyu Liu Liang Wang Zhenjie Lian Weixuan Wang ... Jiawei Wang Qiang Fu Wei Yang Lanxiao Huang Wei Liu 37 6 0 23 Apr 2023
Coordinating Fully-Cooperative Agents Using Hierarchical Learning Anticipation Ariyan Bighashdel Daan de Geus P. Jancura Gijs Dubbelman 19 1 0 15 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
AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning Xuefeng Wang Xinran Li Jiawei Shao Jun Zhang 16 3 0 24 Feb 2023
A Theory of Mind Approach as Test-Time Mitigation Against Emergent Adversarial Communication Nancirose Piazza Vahid Behzadan AAML 27 7 0 14 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