v1v2 (latest)

Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

Journal of machine learning research (JMLR), 2020

19 March 2020

Tabish Rashid

Mikayel Samvelyan

Christian Schroeder de Witt

Papers citing "Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning"

50 / 365 papers shown

Multi-Agent Reinforcement Learning with Communication-Constrained Priors

192

03 Dec 2025

LLM-Driven Stationarity-Aware Expert Demonstrations for Multi-Agent Reinforcement Learning in Mobile Systems

...

109

24 Nov 2025

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

Yan Wang

Ke Deng

Yongli Ren

187

24 Nov 2025

MOMA-AC: A preference-driven actor-critic framework for continuous multi-objective multi-agent reinforcement learningNeurocomputing (Neurocomputing), 2025

105

22 Nov 2025

HCPO: Hierarchical Conductor-Based Policy Optimization in Multi-Agent Reinforcement LearningIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025

15 Nov 2025

Intelligent Collaborative Optimization for Rubber Tyre Film Production Based on Multi-path Differentiated Clipping Proximal Policy Optimization

221

15 Nov 2025

Goal-Oriented Multi-Agent Reinforcement Learning for Decentralized Agent Teams

15 Nov 2025

MALinZero: Efficient Low-Dimensional Search for Mastering Complex Multi-Agent Planning

Sizhe Tang

Jiayu Chen

Tian-Shing Lan

124

08 Nov 2025

Disentangled Control of Multi-Agent Systems

131

08 Nov 2025

Multi-agent Coordination via Flow Matching

Dongsu Lee

Daehee Lee

Amy Zhang

154

07 Nov 2025

Multi-Agent Craftax: Benchmarking Open-Ended Multi-Agent Reinforcement Learning at the Hyperscale

133

07 Nov 2025

Large-scale automatic carbon ion treatment planning for head and neck cancers via parallel multi-agent reinforcement learning

...

111

04 Nov 2025

From Solo to Symphony: Orchestrating Multi-Agent Collaboration with Single-Agent Demos

182

04 Nov 2025

Learning what to say and how precisely: Efficient Communication via Differentiable Discrete Communication Learning

102

03 Nov 2025

Adaptive Context Length Optimization with Low-Frequency Truncation for Multi-Agent Reinforcement Learning

167

30 Oct 2025

Multi-Agent Conditional Diffusion Model with Mean Field Communication as Wireless Resource Allocation Planner

181

27 Oct 2025

X-Ego: Acquiring Team-Level Tactical Situational Awareness via Cross-Egocentric Contrastive Video Representation Learning

231

22 Oct 2025

A Principle of Targeted Intervention for Multi-Agent Reinforcement Learning

288

20 Oct 2025

AOAD-MAT: Transformer-based multi-agent deep reinforcement learning model considering agents' order of action decisions

Shota Takayama

Katsuhide Fujita

131

15 Oct 2025

Neutral Agent-based Adversarial Policy Learning against Deep Reinforcement Learning in Multi-party Open Systems

145

13 Oct 2025

MARCO: A Cooperative Knowledge Transfer Framework for Personalized Cross-domain Recommendations

118

06 Oct 2025

Distributed Area Coverage with High Altitude Balloons Using Multi-Agent Reinforcement Learning

Adam Haroon

Tristan Schuler

04 Oct 2025

Expandable Decision-Making States for Multi-Agent Deep Reinforcement Learning in Soccer Tactical Analysis

193

01 Oct 2025

Unifying Agent Interaction and World Information for Multi-agent Coordination

294

29 Sep 2025

EAPO: Enhancing Policy Optimization with On-Demand Expert Assistance

198

28 Sep 2025

Preference-Guided Learning for Sparse-Reward Multi-Agent Reinforcement Learning

230

26 Sep 2025

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

Zijian Zhao

S. Li

OffRL

156

26 Sep 2025

Multi-Agent Path Finding via Offline RL and LLM Collaboration

Jyotirmoy V. Deshmukh

AI4CE

143

26 Sep 2025

Wonder Wins Ways: Curiosity-Driven Exploration through Multi-Agent Contextual Calibration

222

25 Sep 2025

CLAUSE: Agentic Neuro-Symbolic Knowledge Graph Reasoning via Dynamic Learnable Context Engineering

171

25 Sep 2025

Embodied AI: From LLMs to World Models

365

24 Sep 2025

HypeMARL: Multi-Agent Reinforcement Learning For High-Dimensional, Parametric, and Distributed Systems

151

20 Sep 2025

Fully Decentralized Cooperative Multi-Agent Reinforcement Learning is A Context Modeling Problem

Chao Li

Bingkun Bao

Yang Gao

19 Sep 2025

LEED: A Highly Efficient and Scalable LLM-Empowered Expert Demonstrations Framework for Multi-Agent Reinforcement Learning

184

18 Sep 2025

MIMIC-D: Multi-modal Imitation for MultI-agent Coordination with Decentralized Diffusion Policies

134

17 Sep 2025

CRAFT: Coaching Reinforcement Learning Autonomously using Foundation Models for Multi-Robot Coordination Tasks

199

17 Sep 2025

Local-Canonicalization Equivariant Graph Neural Networks for Sample-Efficient and Generalizable Swarm Robot Control

Keqin Wang

Tao Zhong

David Chang

Christine Allen-Blanchette

142

17 Sep 2025

Constructive Conflict-Driven Multi-Agent Reinforcement Learning for Strategic DiversityInternational Joint Conference on Artificial Intelligence (IJCAI), 2025

147

16 Sep 2025

HLSMAC: A New StarCraft Multi-Agent Challenge for High-Level Strategic Decision-Making

163

16 Sep 2025

K

-Level Policy Gradients for Multi-Agent Reinforcement Learning

124

15 Sep 2025

Dynamic Sensitivity Filter Pruning using Multi-Agent Reinforcement Learning For DCNN's

Iftekhar Haider Chowdhury

Zaed Ikbal Syed

Ahmed Faizul Haque Dhrubo

Mohammad Abdul Qayum

143

05 Sep 2025

Population-aware Online Mirror Descent for Mean-Field Games with Common Noise by Deep Reinforcement Learning

138

03 Sep 2025

Multi-Agent Reinforcement Learning for Task Offloading in Wireless Edge Networks

Andrea Fox

Francesco De Pellegrini

Eitan Altman

OffRL

157

01 Sep 2025

SWIRL: A Staged Workflow for Interleaved Reinforcement Learning in Mobile GUI Control

266

27 Aug 2025

MASH: Cooperative-Heterogeneous Multi-Agent Reinforcement Learning for Single Humanoid Robot Locomotion

120

14 Aug 2025

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach

Chak Lam Shek

Guangyao Shi

Erfaun Noorani

141

14 Aug 2025

Diffusion Models for Future Networks and Communications: A Comprehensive Survey

...

214

03 Aug 2025

Centralized Adaptive Sampling for Reliable Co-Training of Independent Multi-Agent Policies

Nicholas Corrado

Josiah P. Hanna

203

01 Aug 2025

Hierarchical Deep Reinforcement Learning Framework for Multi-Year Asset Management Under Budget Constraints

Amir Fard

Arnold X.-X. Yuan

155

25 Jul 2025

Multi-Agent Guided Policy Optimization

Yueheng Li

Guangming Xie

Zongqing Lu

209

24 Jul 2025