An Introduction to Centralized Training for Decentralized Execution in
Cooperative Multi-Agent Reinforcement Learning

An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning

4 September 2024

Christopher Amato

ArXiv (abs)PDF HTML

Papers citing "An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning"

8 / 8 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 88 0 0 04 Nov 2025
Multi-Quadruped Cooperative Object Transport: Learning Decentralized Pinch-Lift-Move Bikram Pandit Aayam Shrestha Alan Fern 95 0 0 17 Sep 2025
Understanding Action Effects through Instrumental Empowerment in Multi-Agent Reinforcement Learning Ardian Selmonaj M. Strupl Oleg Szehr Alessandro Antonucci 115 0 0 21 Aug 2025
Hierarchical Message-Passing Policies for Multi-Agent Reinforcement Learning Tommaso Marzi Cesare Alippi Andrea Cini 117 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 169 1 0 25 Jul 2025
Curriculum Learning With Counterfactual Group Relative Policy Advantage For Multi-Agent Reinforcement Learning Weiqiang Jin Hongyang Du Guizhong Liu Dong In Kim 110 0 0 09 Jun 2025
Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning Beining Zhang Aditya Kapoor Mingfei Sun 552 1 0 08 Feb 2025
A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios Xiachong Feng Longxu Dou Ella Li Qinghao Wang Jian Shu Yu Guo Chang Ma Lingpeng Kong AI4CE LM&Ro LM&MA ELM LLMAG 365 14 0 05 Dec 2024