:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Hairi, Fnu, Zhang, Zifan, Liu, Jia
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Multiagent Systems
Online Access:	https://arxiv.org/abs/2403.15935
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning
by: Zhang, Zhiyao, et al.
Published: (2025)

Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?
by: Zhou, Yihe, et al.
Published: (2023)

Energy Efficient Task Offloading in UAV-Enabled MEC Using a Fully Decentralized Deep Reinforcement Learning Approach
by: Asadian-Rad, Hamidreza, et al.
Published: (2025)

Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems
by: Suau, Miguel, et al.
Published: (2022)

Remembering the Markov Property in Cooperative MARL
by: Tessera, Kale-ab Abebe, et al.
Published: (2025)

Sable: a Performant, Efficient and Scalable Sequence Model for MARL
by: Mahjoub, Omayma, et al.
Published: (2024)

Probing Dec-POMDP Reasoning in Cooperative MARL
by: Tessera, Kale-ab, et al.
Published: (2026)

Fully-Decentralized MADDPG with Networked Agents
by: Bolliger, Diego, et al.
Published: (2025)

MARL-LNS: Cooperative Multi-agent Reinforcement Learning via Large Neighborhoods Search
by: Chen, Weizhe, et al.
Published: (2024)

Combat Urban Congestion via Collaboration: Heterogeneous GNN-based MARL for Coordinated Platooning and Traffic Signal Control
by: Peng, Xianyue, et al.
Published: (2023)

Adaptive TD-Lambda for Cooperative Multi-agent Reinforcement Learning
by: Deng, Yue, et al.
Published: (2026)

Fully Independent Communication in Multi-Agent Reinforcement Learning
by: Pina, Rafael, et al.
Published: (2024)

Decentralized Diffusion Policy Learning for Enhanced Exploration in Cooperative Multi-agent Reinforcement Learning
by: Zhang, Yuyang, et al.
Published: (2026)

Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models
by: Zhang, Yang, et al.
Published: (2024)

Beyond Shallow Behavior: Task-Efficient Value-Based Multi-Task Offline MARL via Skill Discovery
by: Wang, Xun, et al.
Published: (2025)

Coordination Failure in Cooperative Offline MARL
by: Tilbury, Callum Rhys, et al.
Published: (2024)

Investigating Relational State Abstraction in Collaborative MARL
by: Utke, Sharlin, et al.
Published: (2024)

Learning Partial Action Replacement in Offline MARL
by: Jin, Yue, et al.
Published: (2026)

Towards Global Optimality in Cooperative MARL with the Transformation And Distillation Framework
by: Ye, Jianing, et al.
Published: (2022)

Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey
by: Jiang, Jiechuan, et al.
Published: (2024)

CoCoL: A Communication Efficient Decentralized Collaborative Method for Multi-Robot Systems
by: Huang, Jiaxi, et al.
Published: (2025)

Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus
by: Zhao, Zijian, et al.
Published: (2026)

BenchMARL: Benchmarking Multi-Agent Reinforcement Learning
by: Bettini, Matteo, et al.
Published: (2023)

HyperMARL: Adaptive Hypernetworks for Multi-Agent RL
by: Tessera, Kale-ab Abebe, et al.
Published: (2024)

Multi-agent In-context Coordination via Decentralized Memory Retrieval
by: Jiang, Tao, et al.
Published: (2025)

JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
by: Rutherford, Alexander, et al.
Published: (2023)

Partial Action Replacement: Tackling Distribution Shift in Offline MARL
by: Jin, Yue, et al.
Published: (2025)

Co-Optimizing Reconfigurable Environments and Policies for Decentralized Multi-Agent Navigation
by: Gao, Zhan, et al.
Published: (2024)

JCAS-MARL: Joint Communication and Sensing UAV Networks via Resource-Constrained Multi-Agent Reinforcement Learning
by: Guven, Islam, et al.
Published: (2026)

Mixed Q-Functionals: Advancing Value-Based Methods in Cooperative MARL with Continuous Action Domains
by: Findik, Yasin, et al.
Published: (2024)

Adaptive Requesting in Decentralized Edge Networks via Non-Stationary Bandits
by: Zhuang, Yi, et al.
Published: (2026)

Provably Convergent Actor-Critic for MARL through Risk-aversion
by: Zhang, Yizhou, et al.
Published: (2026)

Achieving Optimal Tissue Repair Through MARL with Reward Shaping and Curriculum Learning
by: Khan, Muhammad Al-Zafar, et al.
Published: (2025)

Sample-Efficient Distributionally Robust Multi-Agent Reinforcement Learning via Online Interaction
by: Farhat, Zain Ulabedeen, et al.
Published: (2025)

GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network
by: Pan, Yuhao, et al.
Published: (2024)

Sample-Efficient Policy Space Response Oracles with Joint Experience Best Response
by: Bighashdel, Ariyan, et al.
Published: (2026)

Fairness Aware Reinforcement Learning via Proximal Policy Optimization
by: La Malfa, Gabriele, et al.
Published: (2025)

Triple-BERT: Do We Really Need MARL for Order Dispatch on Ride-Sharing Platforms?
by: Zhao, Zijian, et al.
Published: (2025)

Sensor to Pixels: Decentralized Swarm Gathering via Image-Based Reinforcement Learning
by: Koifman, Yigal, et al.
Published: (2026)

Multi-Agent Reinforcement Learning for Sample-Efficient Deep Neural Network Mapping
by: Krishnan, Srivatsan, et al.
Published: (2025)