| Maven: Multi-agent variational exploration A Mahajan, T Rashid, M Samvelyan, S Whiteson 33rd International Conference on Neural Information Processing Systems, 2019 | 433 | 2019 |
| Rode: Learning roles to decompose multi-agent tasks T Wang, T Gupta, A Mahajan, B Peng, S Whiteson, C Zhang 9th International Conference on Learning Representations (ICLR 2021), 2020 | 223 | 2020 |
| Open-Ended Learning Leads to Generally Capable Agents OEL Team, A Stooke, A Mahajan, C Barros, C Deck, J Bauer, J Sygnowski, ... arXiv preprint arXiv:2107.12808, 2021 | 166 | 2021 |
| Smacv2: An improved benchmark for cooperative multi-agent reinforcement learning B Ellis, J Cook, S Moalla, M Samvelyan, M Sun, A Mahajan, J Foerster, ... Advances in Neural Information Processing Systems 36, 2024 | 73 | 2024 |
| Virel: A variational inference framework for reinforcement learning M Fellows*, A Mahajan*, TGJ Rudner, S Whiteson Advances in neural information processing systems 32, 2019 | 61 | 2019 |
| Uneven: Universal value exploration for multi-agent reinforcement learning T Gupta, A Mahajan, B Peng, W Böhmer, S Whiteson International Conference on Machine Learning, 3930-3941, 2021 | 55 | 2021 |
| Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning A Mahajan, M Samvelyan, L Mao, V Makoviychuk, A Garg, J Kossaifi, ... 38th International Conference on Machine Learning 139, 7301-7312, 2021 | 41 | 2021 |
| Symmetry learning for function approximation in reinforcement learning A Mahajan, T Tulabandhula arXiv preprint arXiv:1706.02999, 2017 | 39 | 2017 |
| Personalizing application interfaces based on usage S Srivastava, K Simarjot, T Bhattacharya, L Nupur, J Macurak, A Mahajan, ... US Patent 11,112,950, 2021 | 27 | 2021 |
| Generalization in cooperative multi-agent systems A Mahajan, M Samvelyan, T Gupta, B Ellis, M Sun, T Rocktäschel, ... arXiv preprint arXiv:2202.00104, 2022 | 19 | 2022 |
| Softdice for imitation learning: Rethinking off-policy distribution matching M Sun, A Mahajan, K Hofmann, S Whiteson arXiv preprint arXiv:2106.03155, 2021 | 15 | 2021 |
| Symmetry detection and exploitation for function approximation in deep rl A Mahajan, T Tulabandhula Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017 | 15 | 2017 |
| Feature selection for short text classification using wavelet packet transform A Mahajan, S Jat, S Roy Proceedings of the Nineteenth Conference on Computational Natural Language …, 2015 | 15 | 2015 |
| Model based Multi-agent Reinforcement Learning with Tensor Decompositions P Van Der Vaart, A Mahajan, S Whiteson Quantum Tensor Networks in Machine Learning Workshop, NeurIPS 2021, 2021 | 12 | 2021 |
| Reinforcement Learning in Factored Action Spaces using Tensor Decompositions A Mahajan, M Samvelyan, L Mao, V Makoviychuk, A Garg, J Kossaifi, ... Quantum Tensor Networks in Machine Learning Workshop, NeurIPS 2021, 2021 | 10 | 2021 |
| Effects of spectral normalization in multi-agent reinforcement learning K Mehta, A Mahajan, P Kumar 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 8 | 2023 |
| Variational task embeddings for fast adapta-tion in deep reinforcement learning L Zintgraf, M Igl, K Shiarlis, A Mahajan, K Hofmann, S Whiteson International Conference on Learning Representations Workshop (ICLRW), 2019 | 8 | 2019 |
| Method and system for predicting requirements of a user for resources over a computer network S Jat, A Mahajan, S Roy US Patent 10,417,578, 2019 | 7 | 2019 |
| Lifted inference rules with constraints H Mittal, A Mahajan, VG Gogate, P Singla Advances in Neural Information Processing Systems 28, 2015 | 6 | 2015 |
| Marl-jax: Multi-agent reinforcement learning framework for social generalization K Mehta, A Mahajan, P Kumar Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 4 | 2023 |
Shimon WhitesonProfessor of Computer Science, University of Oxford / Senior Staff Research Scientist, WaymoVerified email at cs.ox.ac.uk
