Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?

18 November 2020

Christian Schroeder de Witt

Papers citing "Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?"

50 / 199 papers shown

Title
RouteRL: Multi-agent reinforcement learning framework for urban route choice with autonomous vehiclesSoftwareX (SoftwareX), 2025 Ahmet Onur Akman Anastasia Psarou Łukasz Gorczyca Zoltán György Varga Grzegorz Jamróz Rafał Kucharski 162 4 0 27 Feb 2025
Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2025 Shangding Gu Laixi Shi Muning Wen Ming Jin Eric Mazumdar Yuejie Chi Adam Wierman C. Spanos OOD OffRL 153 9 0 27 Feb 2025
TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning Giuseppe Paolo Khyati Khandelwal Abdelhakim Benechehab Albert Thomas Jun Yao 208 2 0 21 Feb 2025
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Hung Du Srikanth Thudumu Hy Nguyen Rajesh Vasa K. Mouzakis 161 1 0 28 Jan 2025
WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm ControlNeural Information Processing Systems (NeurIPS), 2025 Claire Bizon Monroc A. Busic Donatien Dubuc Jiamin Zhu OffRL 118 7 0 23 Jan 2025
BMG-Q: Localized Bipartite Match Graph Attention Q-Learning for Ride-Pooling Order Dispatch Yulong Hu Siyuan Feng Sen Li OffRL 110 5 0 23 Jan 2025
MADiff: Offline Multi-agent Learning with Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2023 Zhengbang Zhu Minghuan Liu Liyuan Mao Bingyi Kang Minkai Xu Yong Yu Stefano Ermon Weinan Zhang DiffM OffRL 396 56 0 03 Jan 2025
SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMAC Yue Deng Yan Yu Weiyu Ma Zirui Wang Wenhui Zhu Jian Zhao Yin Zhang AAML 169 2 0 23 Dec 2024
Multi Agent Reinforcement Learning for Sequential Satellite Assignment ProblemsAAAI Conference on Artificial Intelligence (AAAI), 2024 Joshua Holder Natasha Jaques Mehran Mesbahi 208 3 0 20 Dec 2024
Agent-Temporal Credit Assignment for Optimal Policy Preservation in Sparse Multi-Agent Reinforcement Learning Aditya Kapoor Sushant Swamy Kale-ab Abebe Tessera Mayank Baranwal Mingfei Sun H. Khadilkar Stefano V. Albrecht 152 0 0 19 Dec 2024
MAD-Sherlock: Multi-Agent Debate for Visual Misinformation Detection Kumud Lakara Juil Sock Christian Rupprecht Juil Sock Philip Torr John Collomosse Christian Schroeder de Witt 156 6 0 26 Oct 2024
Hierarchical Multi-agent Reinforcement Learning for Cyber Network DefenseAdaptive Agents and Multi-Agent Systems (AAMAS), 2024 Aditya Vikram Singh Ethan Rathbun Emma Graham Lisa Oakley Simona Boboila Alina Oprea Peter Chin AAML 129 11 0 22 Oct 2024
Multi-Agent Actor-Critics in Autonomous Cyber Defense Mingjun Wang Remington Dechene 148 1 0 11 Oct 2024
Choices are More Important than Efforts: LLM Enables Efficient Multi-Agent Exploration Yun Qu Boyuan Wang Yuhang Jiang Jianzhun Shao Yixiu Mao Cheems Wang Chang Liu Xiangyang Ji 218 8 0 03 Oct 2024
Learning Diverse Bimanual Dexterous Manipulation Skills from Human Demonstrations Bohan Zhou Haoqi Yuan Yuhui Fu Zongqing Lu 169 20 0 03 Oct 2024
Computing Ex Ante Equilibrium in Heterogeneous Zero-Sum Team Games Naming Liu Mingzhi Wang Xihuai Wang Weinan Zhang Yaodong Yang Youzhi Zhang Bo An Ying Wen 155 0 0 02 Oct 2024
Dashing for the Golden Snitch: Multi-Drone Time-Optimal Motion Planning with Multi-Agent Reinforcement LearningIEEE International Conference on Robotics and Automation (ICRA), 2024 Xingyu Wang Jin Zhou Yuanli Feng Jiahao Mei Jiming Chen Shuo Li 206 2 0 25 Sep 2024
XP-MARL: Auxiliary Prioritization in Multi-Agent Reinforcement Learning to Address Non-Stationarity Jianye Xu Omar Sobhy Bassam Alrifaee 165 2 0 18 Sep 2024
Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey Ruiqi Zhang Jing Hou Florian Walter Shangding Gu Jiayi Guan Florian Röhrbein Yali Du Panpan Cai G. Chen Alois Knoll 199 23 0 19 Aug 2024
A semi-centralized multi-agent RL framework for efficient irrigation scheduling B. T. Agyeman Benjamin Decard-Nelson Jinfeng Liu Sirish L. Shah 119 2 0 15 Aug 2024
Language-Conditioned Offline RL for Multi-Robot NavigationIEEE International Conference on Robotics and Automation (ICRA), 2024 Steven D. Morad Ajay Shankar J. Blumenkamp Amanda Prorok LM&Ro OffRL 163 10 0 29 Jul 2024
InvAgent: A Large Language Model based Multi-Agent System for Inventory Management in Supply Chains Yinzhu Quan Zefang Liu LLMAG 154 13 0 16 Jul 2024
Multi-agent Off-policy Actor-Critic Reinforcement Learning for Partially Observable Environments Ainur Zhaikhan Ali H. Sayed OffRL 173 1 0 06 Jul 2024
Simplifying Deep Temporal Difference Learning Matteo Gallici Mattie Fellows Benjamin Ellis B. Pou Ivan Masmitja Jakob Foerster Mario Martin OffRL 411 49 0 05 Jul 2024
Tree Search for Simultaneous Move Games via Equilibrium Approximation Ryan Yu A. Olshevsky Peter Chin 125 0 0 14 Jun 2024
Carbon Market Simulation with Adaptive Mechanism Design Han Wang Wenhao Li Hongyuan Zha Baoxiang Wang 91 4 0 12 Jun 2024
Massively Multiagent Minigames for Training Generalist Agents Kyoung Whan Choe Ryan Sullivan Joseph Suárez AI4CE 163 0 0 07 Jun 2024
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning Wenzhe Li Zihan Ding Seth Karten Chi Jin 219 5 0 04 Jun 2024
Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning Zhihao Liu Xianliang Yang Zichuan Liu Yifan Xia Wei Jiang Yuanyu Zhang Lijuan Li Guoliang Fan Lei Song Bian Jiang LLMAG 150 7 0 27 May 2024
Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning Matteo Bettini Ryan Kortvelesy Amanda Prorok 136 8 0 23 May 2024
Configurable Mirror Descent: Towards a Unification of Decision Making Pengdeng Li Shuxin Li Chang Yang Xinrun Wang Shuyue Hu Yi-Ju Chang Hau Chan Bo An 159 1 0 20 May 2024
MADRL-Based Rate Adaptation for 360° Video Streaming with Multi-Viewpoint PredictionIEEE Internet of Things Journal (IEEE IoT J.), 2024 Haopeng Wang Zijian Long Haiwei Dong Abdulmotaleb El Saddik 182 10 0 13 May 2024
Pursuit-Evasion for Car-like Robots with Sensor Constraints B. M. Gonultas Volkan Isler 159 0 0 08 May 2024
SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory Systems Kailash Gogineni Sai Santosh Dayapule Juan Gómez Luna Karthikeya Gogineni Peng Wei Tian-Shing Lan Mohammad Sadrosadati Onur Mutlu Guru Venkataramani 182 15 0 07 May 2024
Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning Dapeng Li Hang Dong Lu Wang Bo Qiao Si Qin ... Dongmei Zhang Qi Zhang Zhiwei Xu Bin Zhang Guoliang Fan 149 6 0 27 Apr 2024
UAV-enabled Collaborative Beamforming via Multi-Agent Deep Reinforcement Learning Saichao Liu Geng Sun Jiahui Li Shuang Liang Qingqing Wu Pengfei Wang Dusit Niyato 135 12 0 11 Apr 2024
ROMA-iQSS: An Objective Alignment Approach via State-Based Value Learning and ROund-Robin Multi-Agent Scheduling Chi-Hui Lin Joewie J. Koh Alessandro Roncone Lijun Chen 99 1 0 05 Apr 2024
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning Soumyendu Sarkar Ashwin Ramesh Babu Sajad Mousavi Vineet Gundecha Avisek Naug Sahand Ghorbanpour AAML OffRL 88 4 0 27 Mar 2024
LASIL: Learner-Aware Supervised Imitation Learning For Long-term Microscopic Traffic Simulation Ke Guo Zhenwei Miao Wei Jing Weiwei Liu Weizi Li Dayang Hao Jia Pan 184 10 0 26 Mar 2024
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time Soumyendu Sarkar Avisek Naug Ricardo Luna Antonio Guillen Vineet Gundecha Sahand Ghorbanpour Sajad Mousavi Dejan Markovikj Ashwin Ramesh Babu AI4CE 153 11 0 21 Mar 2024
Stimulate the Potential of Robots via Competition K. Huang Di Guo Xinyu Zhang Xiangyang Ji Huaping Liu 173 3 0 15 Mar 2024
Learning Macroeconomic Policies through Dynamic Stackelberg Mean-Field Games Qirui Mi Zhiyu Zhao Siyu Xia Yan Song Jun Wang Mengyue Yang Jun Wang Haifeng Zhang 184 2 0 14 Mar 2024
Solving Multi-Entity Robotic Problems Using Permutation Invariant Neural Networks Tianxu An Joonho Lee Marko Bjelonic Flavio De Vincenti Marco Hutter 124 4 0 28 Feb 2024
Learning to Model Diverse Driving Behaviors in Highly Interactive Autonomous Driving Scenarios with Multi-Agent Reinforcement Learning Weiwei Liu Wenxuan Hu Wei Jing Lanxin Lei Lingping Gao Yong Liu 149 2 0 21 Feb 2024
Aligning Individual and Collective Objectives in Multi-Agent Cooperation Yang Li Wenhao Zhang Jianhong Wang Shao Zhang Yali Du Ying Wen Wei Pan 102 7 0 19 Feb 2024
Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing Haobin Jiang Haobin Jiang Zongqing Lu 153 6 0 03 Feb 2024
Graph Attention-based Reinforcement Learning for Trajectory Design and Resource Assignment in Multi-UAV Assisted Communication Zikai Feng Diyang Wu Mengxing Huang Chau Yuen 192 22 0 31 Jan 2024
Multi-Agent Diagnostics for Robustness via Illuminated DiversityAdaptive Agents and Multi-Agent Systems (AAMAS), 2024 Mikayel Samvelyan Davide Paglieri Minqi Jiang Jack Parker-Holder Tim Rocktaschel AAML 174 4 0 24 Jan 2024
Multi-Agent Generative Adversarial Interactive Self-Imitation Learning for AUV Formation Control and Obstacle Avoidance Zheng Fang Tianhao Chen Dongqian Jiang Zheng Zhang Guangliang Li 82 4 0 21 Jan 2024
Multi-Agent Reinforcement Learning for Maritime Operational Technology Cyber Security Alec Wilson Ryan Menzies Neela Morarji David Foster M. C. Mont E. Turkbeyler Lisa Gralewski 124 5 0 18 Jan 2024