Theo dõi
Muhammad Arrasy Rahman
Muhammad Arrasy Rahman
Tên khácArrasy Rahman, Muhammad Rahman
Postdoctoral Research Fellow, The University of Texas at Austin
Email được xác minh tại cs.utexas.edu - Trang chủ
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Dealing with non-stationarity in multi-agent deep reinforcement learning
G Papoudakis, F Christianos, A Rahman, SV Albrecht
arXiv preprint arXiv:1906.04737, 2019
2532019
Scaling multi-agent reinforcement learning with selective parameter sharing
F Christianos, G Papoudakis, MA Rahman, SV Albrecht
International Conference on Machine Learning, 1989-1998, 2021
1502021
A survey of ad hoc teamwork: Definitions, methods, and open problems
R Mirsky, I Carlucho, A Rahman, E Fosong, W Macke, M Sridharan, ...
European Conference on Multiagent Systems, 1-8, 2022
86*2022
Towards open ad hoc teamwork using graph-based policy learning
MA Rahman, N Hopner, F Christianos, SV Albrecht
International conference on machine learning, 8776-8786, 2021
682021
Interpretable goal recognition in the presence of occluded factors for autonomous vehicles
JP Hanna, A Rahman, E Fosong, F Eiras, M Dobre, J Redford, ...
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021
282021
Generating teammates for training robust ad hoc teamwork agents via best-response diversity
A Rahman, E Fosong, I Carlucho, SV Albrecht
arXiv preprint arXiv:2207.14138, 2022
17*2022
Deep reinforcement learning for multi-agent interaction
IH Ahmed, C Brewitt, I Carlucho, F Christianos, M Dunion, E Fosong, ...
Ai Communications 35 (4), 357-368, 2022
142022
A general learning framework for open ad hoc teamwork using graph-based policy learning
A Rahman, I Carlucho, N Höpner, SV Albrecht
Journal of Machine Learning Research 24 (298), 1-74, 2023
102023
Few-shot teamwork
E Fosong, A Rahman, I Carlucho, SV Albrecht
arXiv preprint arXiv:2207.09300, 2022
102022
Learning complex teamwork tasks using a given sub-task decomposition
E Fosong, A Rahman, I Carlucho, SV Albrecht
arXiv preprint arXiv:2302.04944, 2023
9*2023
Minimum coverage sets for training robust ad hoc teamwork agents
M Rahman, J Cui, P Stone
The 38th Annual AAAI Conference on Artificial Intelligence 38 (16), 17523-17530, 2024
72024
N-Agent Ad Hoc Teamwork
C Wang, A Rahman, I Durugkar, E Liebman, P Stone
NeurIPS 2024, 2024
22024
Cooperative marine operations via ad hoc teams
I Carlucho, A Rahman, W Ard, E Fosong, C Barbalata, SV Albrecht
arXiv preprint arXiv:2207.07498, 2022
22022
HyperMARL: Adaptive Hypernetworks for Multi-Agent RL
KA Tessera, A Rahman, SV Albrecht
arXiv preprint arXiv:2412.04233, 2024
2024
Advances in open ad hoc teamwork and teammate generation
MA Rahman
The University of Edinburgh, 2023
2023
Autonomous Agents Research Group
S Albrecht, F Christianos, L Schäfer, A Kuznietsov, B Gyevnar, C Wang, ...
2022
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