ROMA: Multi-Agent Reinforcement Learning with Emergent Roles

ROMA: Multi-Agent Reinforcement Learning with Emergent Roles

18 March 2020

Tonghan Wang

Papers citing "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles"

7 / 7 papers shown

Title
CORD: Generalizable Cooperation via Role Diversity Kanefumi Matsuyama Kefan Su Jiangxing Wang Deheng Ye Zongqing Lu 30 0 0 04 Jan 2025
On Diffusion Models for Multi-Agent Partial Observability: Shared Attractors, Error Bounds, and Composite Flow Tonghan Wang Heng Dong Yanchen Jiang David C. Parkes Milind Tambe DiffM 25 2 0 17 Oct 2024
The Bandit Whisperer: Communication Learning for Restless Bandits Yunfan Zhao Tonghan Wang Dheeraj M. Nagaraj Aparna Taneja Milind Tambe 30 5 0 11 Aug 2024
Variational Offline Multi-agent Skill Discovery Jiayu Chen Bhargav Ganguly Tian-Shing Lan OffRL 50 1 0 26 May 2024
Combat Urban Congestion via Collaboration: Heterogeneous GNN-based MARL for Coordinated Platooning and Traffic Signal Control Xianyue Peng Hang Gao Hao Wang H. M. Zhang H. Michael Zhang 22 1 0 17 Oct 2023
MAVEN: Multi-Agent Variational Exploration Anuj Mahajan Tabish Rashid Mikayel Samvelyan Shimon Whiteson DRL 126 350 0 16 Oct 2019
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Nantas Nardelli Gregory Farquhar Triantafyllos Afouras Philip H. S. Torr Pushmeet Kohli Shimon Whiteson OffRL 109 592 0 28 Feb 2017