Muhammad Arrasy Rahman
机构: Postdoctoral Research Fellow, The University of Texas at Austin
每年引用次数
引用次数
引用: 541
H-指数: 8
I10-指数 : 7
出版物: 15
Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing.
Filippos Christianos , Georgios Papoudakis , Muhammad A Rahman , Stefano V Albrecht
arXiv: Multiagent Systems
32
2021
Advances in open ad hoc teamwork and teammate generation
Muhammad Arrasy Rahman
The University of Edinburgh
2023
Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning.
Stefano V. Albrecht , Georgios Papoudakis , Arrasy Rahman , Filippos Christianos
arXiv: Learning
126
2019
Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning
Muhammad A Rahman , Niklas Höpner , Filippos Christianos , Stefano V Albrecht
arXiv: Learning
23
2020
Deep reinforcement learning for multi-agent interaction
Ibrahim H Ahmed , Cillian Brewitt , Ignacio Carlucho , Filippos Christianos
AI Communications ( Preprint) 1 -12
3
2022
Autonomous Agents Research Group
Stefano Albrecht , Filippos Christianos , Lukas Schäfer , Anton Kuznietsov
2020
Interpretable Goal Recognition in the Presence of Occluded Factors for Autonomous Vehicles
Josiah P Hanna , Arrasy Rahman , Elliot Fosong , Francisco Eiras
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
24
2021
Few-shot teamwork
Elliot Fosong , Arrasy Rahman , Ignacio Carlucho , Stefano V Albrecht
arXiv preprint arXiv:2207.09300
7
2022
Generating teammates for training robust ad hoc teamwork agents via best-response diversity
Arrasy Rahman , Elliot Fosong , Ignacio Carlucho , Stefano V Albrecht
arXiv preprint arXiv:2207.14138
6
2022
A general learning framework for open ad hoc teamwork using graph-based policy learning
Arrasy Rahman , Ignacio Carlucho , Niklas Höpner , Stefano V Albrecht
Journal of Machine Learning Research 24 ( 298) 1 -74
4
2023
Cooperative marine operations via ad hoc teams
Ignacio Carlucho , Arrasy Rahman , William Ard , Elliot Fosong
arXiv preprint arXiv:2207.07498
2
2022
Learning Complex Teamwork Tasks using a Given Sub-task Decomposition
Elliot Fosong , Arrasy Rahman , Ignacio Carlucho , Stefano V Albrecht
598 -606
2024
N-Agent Ad Hoc Teamwork
Caroline Wang , Arrasy Rahman , Ishan Durugkar , Elad Liebman
arXiv preprint arXiv:2404.10740
2024
A Survey of Ad Hoc Teamwork: Definitions, Methods, and Open Problems
Reuth Mirsky , Ignacio Carlucho , Arrasy Rahman , Elliot Fosong
19th European Conference on Multi-Agent Systems (EUMAS-2022)
58
2022
Minimum coverage sets for training robust ad hoc teamwork agents
Muhammad Rahman , Jiaxun Cui , Peter Stone
Proceedings of the AAAI Conference on Artificial Intelligence 38 ( 16) 17523 -17530
6
2024
Stefano V. Albrecht Filippos Christianos Ignacio Carlucho Georgios Papoudakis Peter Stone Reuth Mirsky Mohan Sridharan Francisco Eiras Mihai Dobre Josiah P. Hanna Subramanian Ramamoorthy Shangmin Guo Cheng Wang Mhairi Dunion Ibrahim H. Ahmed Balint Gyevnar Giuseppe Vecchio Cillian Brewitt Trevor McInroe Samuel Garcin