Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?

Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?

27 May 2023

Papers citing "Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?"

12 / 12 papers shown

Title
Enhancing Aerial Combat Tactics through Hierarchical Multi-Agent Reinforcement Learning Ardian Selmonaj Oleg Szehr Giacomo Del Rio Alessandro Antonucci Adrian Schneider Michael Rüegsegger 24 0 0 13 May 2025
Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL Yuxuan Zheng Yihe Zhou Feiyang Xu Mingli Song Shunyu Liu OffRL 29 0 0 10 May 2025
An Efficient Approach for Cooperative Multi-Agent Learning Problems Ángel Aso-Mollar Eva Onaindia 21 0 0 07 Apr 2025
CSAOT: Cooperative Multi-Agent System for Active Object Tracking Hy Nguyen Bao Pham Hung Du Srikanth Thudumu Rajesh Vasa K. Mouzakis 42 1 0 23 Jan 2025
Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning Emile Anand Ishani Karmarkar Guannan Qu 83 1 0 01 Dec 2024
Cooperation and Fairness in Multi-Agent Reinforcement Learning Jasmine Jerry Aloor Siddharth Nayak Sydney I. Dolan H. Balakrishnan 27 1 0 19 Oct 2024
MARLIN: Multi-Agent Reinforcement Learning Guided by Language-Based Inter-Robot Negotiation Toby Godfrey William Hunt Mohammad D. Soorati 58 1 0 18 Oct 2024
On Stateful Value Factorization in Multi-Agent Reinforcement Learning Enrico Marchesini Andrea Baisero Rupali Bhati Christopher Amato OffRL 21 3 0 27 Aug 2024
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective Yunpeng Qing Shunyu Liu Jingyuan Cong Kaixuan Chen Yihe Zhou Mingli Song OffRL 29 1 0 12 Mar 2024
Solving Multi-Entity Robotic Problems Using Permutation Invariant Neural Networks Tianxu An Joonho Lee Marko Bjelonic Flavio De Vincenti Marco Hutter 34 2 0 28 Feb 2024
More Centralized Training, Still Decentralized Execution: Multi-Agent Conditional Policy Factorization Jiangxing Wang Deheng Ye Zongqing Lu OffRL 39 18 0 26 Sep 2022
MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning Kefan Su Siyuan Zhou Jiechuan Jiang Chuang Gan Xiangjun Wang Zongqing Lu OffRL 28 6 0 17 Sep 2022