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 / 198 papers shown

Title
From Solo to Symphony: Orchestrating Multi-Agent Collaboration with Single-Agent Demos Xun Wang Zhuoran Li Yanshan Lin Hai Zhong Longbo Huang OffRL LLMAG 20 0 0 04 Nov 2025
Learning what to say and how precisely: Efficient Communication via Differentiable Discrete Communication Learning Aditya Kapoor Yash Bhisikar B. Freed Jan Peters Mingfei Sun OffRL 16 0 0 03 Nov 2025
AOAD-MAT: Transformer-based multi-agent deep reinforcement learning model considering agents' order of action decisions Shota Takayama Katsuhide Fujita 20 0 0 15 Oct 2025
Local Reinforcement Learning with Action-Conditioned Root Mean Squared Q-Functions Frank Wu Mengye Ren 51 0 0 08 Oct 2025
DecompGAIL: Learning Realistic Traffic Behaviors with Decomposed Multi-Agent Generative Adversarial Imitation Learning Ke Guo Haochen Liu Xiaojun Wu Chen Lv 23 0 0 08 Oct 2025
Wonder Wins Ways: Curiosity-Driven Exploration through Multi-Agent Contextual Calibration Yiyuan Pan Zhe Liu Hesheng Wang LRM 26 0 0 25 Sep 2025
Adaptive Event-Triggered Policy Gradient for Multi-Agent Reinforcement Learning Umer Siddique Abhinav Sinha Yongcan Cao 20 0 0 24 Sep 2025
The Heterogeneous Multi-Agent Challenge Charles Dansereau Junior-Samuel Lopez-Yepez Karthik Soma Antoine Fagette 28 0 0 23 Sep 2025
HypeMARL: Multi-Agent Reinforcement Learning For High-Dimensional, Parametric, and Distributed Systems N. Botteghi Matteo Tomasetto Urban Fasel Francesco Braghin Andrea Manzoni 32 0 0 20 Sep 2025
LEED: A Highly Efficient and Scalable LLM-Empowered Expert Demonstrations Framework for Multi-Agent Reinforcement Learning Tianyang Duan Zongyuan Zhang Songxiao Guo Dong Huang Yuanye Zhao Zheng Lin Zihan Fang Dianxin Luan Heming Cui Yong Cui 60 0 0 18 Sep 2025
CrazyMARL: Decentralized Direct Motor Control Policies for Cooperative Aerial Transport of Cable-Suspended Payloads Viktor Lorentz Khaled Wahba Sayantan Auddy Marc Toussaint Wolfgang Hönig 48 0 0 17 Sep 2025
Self-Supervised Goal-Reaching Results in Multi-Agent Cooperation and Exploration Chirayu Nimonkar Shlok Shah Catherine Ji Benjamin Eysenbach 50 1 0 12 Sep 2025
Co-Evolving Complexity: An Adversarial Framework for Automatic MARL Curricula Brennen Hill 16 0 0 03 Sep 2025
Multi-Agent Reinforcement Learning for Task Offloading in Wireless Edge Networks Andrea Fox Francesco De Pellegrini Eitan Altman OffRL 48 0 0 01 Sep 2025
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending Anirudh Satheesh Keenan Powell Hua Wei 44 0 0 28 Aug 2025
SWIRL: A Staged Workflow for Interleaved Reinforcement Learning in Mobile GUI Control Quanfeng Lu Zhantao Ma Shuai Zhong Jin Wang Dahai Yu Michael K. Ng Ping Luo 76 0 0 27 Aug 2025
Skill-Aligned Fairness in Multi-Agent Learning for Collaboration in Healthcare Promise Ekpo Brian La Thomas Wiener Saesha Agarwal Arshia Agrawal Gonzalo Gonzalez-Pumariega Lekan P. Molu Angelique Taylor 28 0 0 26 Aug 2025
An Efficient Open World Environment for Multi-Agent Social Learning Eric Ye Ren Tao Natasha Jaques 32 0 0 21 Aug 2025
CAMAR: Continuous Actions Multi-Agent Routing Artem Pshenitsyn Aleksandr I. Panov A. Skrynnik 32 0 0 18 Aug 2025
Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Chak Lam Shek Guangyao Shi Erfaun Noorani 24 0 0 14 Aug 2025
Multi-level Advantage Credit Assignment for Cooperative Multi-Agent Reinforcement LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Xutong Zhao Yaqi Xie 52 0 0 09 Aug 2025
HCRide: Harmonizing Passenger Fairness and Driver Preference for Human-Centered Ride-HailingInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Lin Jiang Yu Yang Guang Wang 48 3 0 06 Aug 2025
Centralized Adaptive Sampling for Reliable Co-Training of Independent Multi-Agent Policies Nicholas Corrado Josiah P. Hanna 68 0 0 01 Aug 2025
Hierarchical Message-Passing Policies for Multi-Agent Reinforcement Learning Tommaso Marzi Cesare Alippi Andrea Cini 69 0 0 31 Jul 2025
ReCoDe: Reinforcement Learning-based Dynamic Constraint Design for Multi-Agent Coordination Michael Amir Guang Yang Zhan Gao Keisuke Okumura Heedo Woo Amanda Prorok 93 1 0 25 Jul 2025
Diverse and Adaptive Behavior Curriculum for Autonomous Driving: A Student-Teacher Framework with Multi-Agent RL Ahmed Abouelazm Johannes Ratz Philip Schorner J. M. Zöllner 110 0 0 25 Jul 2025
Remembering the Markov Property in Cooperative MARL Kale-ab Abebe Tessera Leonard Hinckeldey Riccardo Zamboni David Abel Amos Storkey 75 0 0 24 Jul 2025
Multi-Agent Guided Policy Optimization Yueheng Li Guangming Xie Zongqing Lu 80 1 0 24 Jul 2025
Multi-agent Reinforcement Learning for Robotized Coral Reef Sample Collection Daniel Correa Tero Kaarlela Jose Fuentes Paulo Padrao Alain Duran Leonardo Bobadilla 51 0 0 22 Jul 2025
One Step is Enough: Multi-Agent Reinforcement Learning based on One-Step Policy Optimization for Order Dispatch on Ride-Sharing Platforms Zijian Zhao Sen Li 55 1 0 21 Jul 2025
Hierarchical Multi-Agent Reinforcement Learning with Control Barrier Functions for Safety-Critical Autonomous Systems Hijaz Ahmad Ehsan Sabouni Alexander Wasilkoff Param Budhraja Zijian Guo Songyuan Zhang Chuchu Fan Christos G. Cassandras Wenchao Li 84 0 0 20 Jul 2025
Multi-Agent Reinforcement Learning for Autonomous Multi-Satellite Earth Observation: A Realistic Case Study Mohamad Abdul Hady Siyi Hu Mahardhika Pratama Jimmy Cao Ryszard Kowalczyk 69 0 0 18 Jun 2025
Light Aircraft Game : Basic Implementation and training results analysis Hanzhong Cao 95 0 0 17 Jun 2025
MEAL: A Benchmark for Continual Multi-Agent Reinforcement Learning Tristan Tomilin Luka van den Boogaard Samuel Garcin Bram Grooten Meng Fang Yali Du Mykola Pechenizkiy OffRL 67 0 0 17 Jun 2025
Resolve Highway Conflict in Multi-Autonomous Vehicle Controls with Local State AttentionInternational Conference on Knowledge and Systems Engineering (KSE), 2024 Xuan Duy Ta Bang Giang Le Thanh Ha Le Viet-Cuong Ta 92 0 0 13 Jun 2025
Learned Controllers for Agile Quadrotors in Pursuit-Evasion Games Alejandro Sanchez Roncero Olov Andersson Olov Andersson Petter Ogren 110 0 0 03 Jun 2025
Reward-Independent Messaging for Decentralized Multi-Agent Reinforcement Learning Naoto Yoshida Tadahiro Taniguchi 89 2 0 28 May 2025
Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies Félix Chalumeau Daniel Rajaonarivonivelomanantsoa Ruan de Kock Claude Formanek Sasha Abramowitz ... Refiloe Shabe Arnol Fokam Siddarth S. Singh Ulrich A. Mbou Sob Arnu Pretorius 209 0 0 27 May 2025
Multi-Agent Reinforcement Learning in Cybersecurity: From Fundamentals to Applications Christoph R. Landolt Christoph Würsch Roland Meier Alain Mermoud Julian Jang-Jaccard AAML 91 1 0 26 May 2025
Dynamic Sight Range Selection in Multi-Agent Reinforcement LearningAdaptive Agents and Multi-Agent Systems (AAMAS), 2025 Wei-Chen Liao Tai-Lin Wu I-Chen Wu 108 0 0 19 May 2025
Credit Assignment and Efficient Exploration based on Influence Scope in Multi-agent Reinforcement Learning Shuai Han Mehdi Dastani Shihan Wang 148 0 0 13 May 2025
Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination Kunal Jha Wilka Carvalho Yancheng Liang S. Du Max Kleiman-Weiner Natasha Jaques 234 6 0 17 Apr 2025
A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control Anirudh Satheesh Keenan Powell 127 2 0 30 Mar 2025
OvercookedV2: Rethinking Overcooked for Zero-Shot CoordinationInternational Conference on Learning Representations (ICLR), 2025 Tobias Gessler Tin Dizdarevic Ani Calinescu Benjamin Ellis Andrei Lupu Jakob Foerster 198 3 0 22 Mar 2025
Predicting Multi-Agent Specialization via Task Parallelizability Elizabeth Mieczkowski Ruaridh Mon-Williams Neil R. Bramley Christopher G. Lucas Natalia Vélez Thomas Griffiths 263 1 0 19 Mar 2025
SocialJax: An Evaluation Suite for Multi-agent Reinforcement Learning in Sequential Social Dilemmas Zihao Guo Richard Willis Richard Willis Tristan Tomilin Joel Z Leibo Yali Du 202 3 0 18 Mar 2025
HIPPO-MAT: Decentralized Task Allocation Using GraphSAGE and Multi-Agent Deep Reinforcement Learning Lavanya Ratnabala Robinroy Peter A. Fedoseev Dzmitry Tsetserukou 167 1 0 08 Mar 2025
Human Implicit Preference-Based Policy Fine-tuning for Multi-Agent Reinforcement Learning in USV Swarm Haksub Kim Kanghoon Lee Minjun Kim Jiachen Li Jinkyoo Park 250 2 0 05 Mar 2025
M3HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality Ziyan Wang Zhicheng Zhang Fei Fang Yali Du 249 6 0 03 Mar 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