BenchMARL: Benchmarking Multi-Agent Reinforcement Learning

BenchMARL: Benchmarking Multi-Agent Reinforcement Learning

3 December 2023

Amanda Prorok

Papers citing "BenchMARL: Benchmarking Multi-Agent Reinforcement Learning"

10 / 10 papers shown

Title
JaxRobotarium: Training and Deploying Multi-Robot Policies in 10 Minutes Shalin Jain Jiazhen Liu Siva Kailas H. Ravichandar 19 0 0 10 May 2025
TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning Giuseppe Paolo Abdelhakim Benechehab Hamza Cherkaoui Albert Thomas Balázs Kégl 41 0 0 21 Feb 2025
Multi-Agent Environments for Vehicle Routing Problems Ricardo Gama Daniel Fuertes Carlos R. del-Blanco Hugo L. Fernandes AI4CE 84 0 0 21 Nov 2024
FlickerFusion: Intra-trajectory Domain Generalizing Multi-Agent RL Woosung Koh Wonbeen Oh S. Kim Suhin Shin Hyeongjin Kim Jaein Jang Junghyun Lee Se-Young Yun 17 0 0 21 Oct 2024
Learning a Distributed Hierarchical Locomotion Controller for Embodied Cooperation Chuye Hong K. Huang Huaping Liu 40 2 0 09 Jul 2024
Representation Learning For Efficient Deep Multi-Agent Reinforcement Learning Dom Huh Prasant Mohapatra 27 1 0 05 Jun 2024
The Cambridge RoboMaster: An Agile Multi-Robot Research Platform J. Blumenkamp Ajay Shankar Matteo Bettini Joshua Bird Amanda Prorok 42 8 0 03 May 2024
Physics-Informed Multi-Agent Reinforcement Learning for Distributed Multi-Robot Problems Eduardo Sebastián T. Duong Nikolay A. Atanasov Eduardo Montijano C. Sagüés 18 2 0 30 Dec 2023
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL R. Gorsane Omayma Mahjoub Ruan de Kock Roland Dubb Siddarth S. Singh Arnu Pretorius OffRL 39 48 0 21 Sep 2022
Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot Joel Z. Leibo Edgar A. Duénez-Guzmán A. Vezhnevets J. Agapiou P. Sunehag Raphael Köster Jayd Matyas Charlie Beattie Igor Mordatch T. Graepel OffRL 50 101 0 14 Jul 2021