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1908.03963
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A Review of Cooperative Multi-Agent Deep Reinforcement Learning

v1v2v3v4 (latest)

A Review of Cooperative Multi-Agent Deep Reinforcement Learning

11 August 2019

Afshin Oroojlooyjadid

Davood Hajinezhad

ArXiv (abs)PDF HTML

Papers citing "A Review of Cooperative Multi-Agent Deep Reinforcement Learning"

50 / 142 papers shown

Multi-Agent Reinforcement Learning with Communication-Constrained Priors

Multi-Agent Reinforcement Learning with Communication-Constrained Priors

193

1

0

03 Dec 2025

Multi-Agent Cross-Entropy Method with Monotonic Nonlinear Critic Decomposition

Multi-Agent Cross-Entropy Method with Monotonic Nonlinear Critic Decomposition

193

0

0

24 Nov 2025

Understanding Private Learning From Feature Perspective

Understanding Private Learning From Feature Perspective

173

2

0

22 Nov 2025

High-order Interactions Modeling for Interpretable Multi-Agent Q-Learning

High-order Interactions Modeling for Interpretable Multi-Agent Q-Learning

129

1

0

23 Oct 2025

L2M-AID: Autonomous Cyber-Physical Defense by Fusing Semantic Reasoning of Large Language Models with Multi-Agent Reinforcement Learning (Preprint)

L2M-AID: Autonomous Cyber-Physical Defense by Fusing Semantic Reasoning of Large Language Models with Multi-Agent Reinforcement Learning (Preprint)

196

2

0

08 Oct 2025

Game-Theoretic Understandings of Multi-Agent Systems with Multiple Objectives

Game-Theoretic Understandings of Multi-Agent Systems with Multiple Objectives

180

0

0

27 Sep 2025

Triple-BERT: Do We Really Need MARL for Order Dispatch on Ride-Sharing Platforms?

Triple-BERT: Do We Really Need MARL for Order Dispatch on Ride-Sharing Platforms?

156

0

0

26 Sep 2025

Neural cellular automata: applications to biology and beyond classical AI

Neural cellular automata: applications to biology and beyond classical AI

160

3

0

14 Sep 2025

Sample-Efficient Distributionally Robust Multi-Agent Reinforcement Learning via Online Interaction

Sample-Efficient Distributionally Robust Multi-Agent Reinforcement Learning via Online Interaction

Zain Ulabedeen Farhat

189

2

0

04 Aug 2025

Policy Disruption in Reinforcement Learning:Adversarial Attack with Large Language Models and Critical State Identification

Policy Disruption in Reinforcement Learning:Adversarial Attack with Large Language Models and Critical State Identification

156

1

0

24 Jul 2025

Novel Multi-Agent Action Masked Deep Reinforcement Learning for General Industrial Assembly Lines Balancing Problems

Novel Multi-Agent Action Masked Deep Reinforcement Learning for General Industrial Assembly Lines Balancing Problems

Hashim A. Hashim

204

1

0

22 Jul 2025

RALLY: Role-Adaptive LLM-Driven Yoked Navigation for Agentic UAV Swarms

RALLY: Role-Adaptive LLM-Driven Yoked Navigation for Agentic UAV Swarms

263

4

0

02 Jul 2025

MEAL: A Benchmark for Continual Multi-Agent Reinforcement Learning

MEAL: A Benchmark for Continual Multi-Agent Reinforcement Learning

Tristan Tomilin

Luka van den Boogaard

Mykola Pechenizkiy

234

1

0

17 Jun 2025

Action Dependency Graphs for Globally Optimal Coordinated Reinforcement Learning

Action Dependency Graphs for Globally Optimal Coordinated Reinforcement Learning

161

0

0

01 Jun 2025

Latent Theory of Mind: A Decentralized Diffusion Architecture for Cooperative Manipulation

Latent Theory of Mind: A Decentralized Diffusion Architecture for Cooperative Manipulation

Gadiel Sznaier Camps

Guillaume Sartoretti

285

4

0

14 May 2025

QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning?

QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning?

662

4

0

17 Apr 2025

Belief States for Cooperative Multi-Agent Reinforcement Learning under Partial Observability

Belief States for Cooperative Multi-Agent Reinforcement Learning under Partial Observability

339

0

0

11 Apr 2025

A Vehicle-Infrastructure Multi-layer Cooperative Decision-making Framework

A Vehicle-Infrastructure Multi-layer Cooperative Decision-making Framework

322

2

0

19 Mar 2025

Enhancing Multi-Agent Systems via Reinforcement Learning with LLM-based Planner and Graph-based PolicyIEEE International Conference on Robotics and Automation (ICRA), 2025

308

11

0

13 Mar 2025

The Lagrangian Method for Solving Constrained Markov Games

Santiago Paternain

Luiz F. O. Chamon

339

0

0

13 Mar 2025

A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models

A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models

394

6

0

11 Mar 2025

Automatic Curriculum Design for Zero-Shot Human-AI Coordination

Automatic Curriculum Design for Zero-Shot Human-AI CoordinationIEEE Access (IEEE Access), 2025

Kyung-Joong Kim

462

0

0

10 Mar 2025

M3HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality

M3HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality

509

7

0

03 Mar 2025

Factorized Deep Q-Network for Cooperative Multi-Agent Reinforcement Learning in Victim Tagging

Maria A. Cardei

335

0

0

02 Mar 2025

TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning

TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning

Khyati Khandelwal

Abdelhakim Benechehab

390

4

0

21 Feb 2025

Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control

Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control

199

2

0

18 Feb 2025

Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning

Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning

James Zachary Hare

Rajgopal Kannan

Viktor Prasanna

Viktor Prasanna

469

2

0

06 Feb 2025

An Offline Multi-Agent Reinforcement Learning Framework for Radio Resource Management

An Offline Multi-Agent Reinforcement Learning Framework for Radio Resource ManagementIEEE Transactions on Mobile Computing (IEEE TMC), 2025

355

2

0

22 Jan 2025

Game Theory and Multi-Agent Reinforcement Learning : From Nash Equilibria to Evolutionary Dynamics

Game Theory and Multi-Agent Reinforcement Learning : From Nash Equilibria to Evolutionary Dynamics

Neil De La Fuente

Miquel Noguer i Alonso

Guim Casadellà

271

4

0

31 Dec 2024

Guiding Multi-agent Multi-task Reinforcement Learning by a Hierarchical
Framework with Logical Reward Shaping

Guiding Multi-agent Multi-task Reinforcement Learning by a Hierarchical Framework with Logical Reward Shaping

265

1

0

02 Nov 2024

Evolutionary Multi-agent Reinforcement Learning in Group Social Dilemmas

Evolutionary Multi-agent Reinforcement Learning in Group Social DilemmasChaos (Chaos), 2024

372

8

0

01 Nov 2024

Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning

Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2024

Xiaolin Ai

431

29

0

08 Oct 2024

A Spatiotemporal Stealthy Backdoor Attack against Cooperative
Multi-Agent Deep Reinforcement Learning

A Spatiotemporal Stealthy Backdoor Attack against Cooperative Multi-Agent Deep Reinforcement LearningGlobal Communications Conference (GLOBECOM), 2024

261

5

0

12 Sep 2024

Cooperative Decision-Making for CAVs at Unsignalized Intersections: A
MARL Approach with Attention and Hierarchical Game Priors

Cooperative Decision-Making for CAVs at Unsignalized Intersections: A MARL Approach with Attention and Hierarchical Game Priors

Xiaoxiang Na

360

30

0

09 Sep 2024

Cooperative Path Planning with Asynchronous Multiagent Reinforcement
Learning

Cooperative Path Planning with Asynchronous Multiagent Reinforcement LearningIEEE Transactions on Mobile Computing (IEEE TMC), 2024

234

8

0

01 Sep 2024

Improving Global Parameter-sharing in Physically Heterogeneous
Multi-agent Reinforcement Learning with Unified Action Space

Improving Global Parameter-sharing in Physically Heterogeneous Multi-agent Reinforcement Learning with Unified Action Space

Shuo Wang

254

0

0

14 Aug 2024

Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking
Optimization

Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization

344

2

0

08 Aug 2024

Social Learning through Interactions with Other Agents: A Survey

Social Learning through Interactions with Other Agents: A Survey

Cheston Tan

305

2

0

31 Jul 2024

Dual Policy Reinforcement Learning for Real-time Rebalancing in
Bike-sharing Systems

Dual Policy Reinforcement Learning for Real-time Rebalancing in Bike-sharing Systems

Sanjay Dominik Jena

271

2

0

02 Jun 2024

Efficient Learning in Chinese Checkers: Comparing Parameter Sharing in
Multi-Agent Reinforcement Learning

Efficient Learning in Chinese Checkers: Comparing Parameter Sharing in Multi-Agent Reinforcement Learning

349

0

0

29 May 2024

A social path to human-like artificial intelligence

A social path to human-like artificial intelligence

Edgar A. Duénez-Guzmán

Suzanne Sadedin

405

39

0

22 May 2024

Multi-Agent Reinforcement Learning with Hierarchical Coordination for
Emergency Responder Stationing

Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing

Amutheezan Sivagnanam

Ayan Mukhopadhyay

450

8

0

21 May 2024

Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable
Collaboration

Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration

275

9

0

05 Apr 2024

A CRISP-DM-based Methodology for Assessing Agent-based Simulation Models
using Process Mining

A CRISP-DM-based Methodology for Assessing Agent-based Simulation Models using Process Mining

125

2

0

01 Apr 2024

Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent
Reinforcement Learning

Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent Reinforcement Learning

288

12

0

28 Mar 2024

Embodied LLM Agents Learn to Cooperate in Organized Teams

Embodied LLM Agents Learn to Cooperate in Organized Teams

Kaixuan Huang

Thomas L. Griffiths

Mengdi Wang

395

72

0

19 Mar 2024

Single- vs. Dual-Policy Reinforcement Learning for Dynamic Bike Rebalancing

Single- vs. Dual-Policy Reinforcement Learning for Dynamic Bike Rebalancing

Sanjay Dominik Jena

329

3

0

05 Feb 2024

Physics-Informed Multi-Agent Reinforcement Learning for Distributed Multi-Robot Problems

Physics-Informed Multi-Agent Reinforcement Learning for Distributed Multi-Robot ProblemsIEEE Transactions on robotics (TRO), 2023

Eduardo Sebastián

Nikolay Atanasov

Eduardo Montijano

863

9

0

30 Dec 2023

Multi-agent reinforcement learning using echo-state network and its
application to pedestrian dynamics

Multi-agent reinforcement learning using echo-state network and its application to pedestrian dynamics

351

1

0

19 Dec 2023

Efficient Parallel Reinforcement Learning Framework using the Reactor
Model

Efficient Parallel Reinforcement Learning Framework using the Reactor ModelACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2023

Marten Lohstroh

234

3

0

07 Dec 2023

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