Dealing with non-stationarity in multi-agent deep reinforcement learning G Papoudakis, F Christianos, A Rahman, SV Albrecht arXiv preprint arXiv:1906.04737, 2019 | 206 | 2019 |
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 | 109 | 2021 |
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 | 56* | 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 | 52 | 2021 |
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 | 25 | 2021 |
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 | 14 | 2022 |
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 | 12* | 2022 |
Few-shot teamwork E Fosong, A Rahman, I Carlucho, SV Albrecht arXiv preprint arXiv:2207.09300, 2022 | 7 | 2022 |
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 | 5 | 2024 |
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 | 4 | 2023 |
Learning Complex Teamwork Tasks using a Given Sub-task Decomposition E Fosong, A Rahman, I Carlucho, SV Albrecht Proceedings of the 23rd International Conference on Autonomous Agents and …, 2024 | 3* | 2024 |
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 | 2 | 2022 |
N-Agent Ad Hoc Teamwork C Wang, A Rahman, I Durugkar, E Liebman, P Stone arXiv preprint arXiv:2404.10740, 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, T McInroe, M Dunion, A Jelley, ... | | 2020 |