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Anuj Mahajan
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Maven: Multi-agent variational exploration
A Mahajan, T Rashid, M Samvelyan, S Whiteson
33rd International Conference on Neural Information Processing Systems, 2019
4462019
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
2342020
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
1752021
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
892024
Virel: A variational inference framework for reinforcement learning
M Fellows*, A Mahajan*, TGJ Rudner, S Whiteson
Advances in neural information processing systems 32, 2019
632019
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
552021
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
422021
Symmetry learning for function approximation in reinforcement learning
A Mahajan, T Tulabandhula
arXiv preprint arXiv:1706.02999, 2017
402017
Personalizing application interfaces based on usage
S Srivastava, K Simarjot, T Bhattacharya, L Nupur, J Macurak, A Mahajan, ...
US Patent 11,112,950, 2021
272021
Generalization in cooperative multi-agent systems
A Mahajan, M Samvelyan, T Gupta, B Ellis, M Sun, T Rocktäschel, ...
arXiv preprint arXiv:2202.00104, 2022
222022
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
162017
Softdice for imitation learning: Rethinking off-policy distribution matching
M Sun, A Mahajan, K Hofmann, S Whiteson
arXiv preprint arXiv:2106.03155, 2021
152021
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
152015
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
122021
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
102021
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
92023
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
82019
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
82019
Lifted inference rules with constraints
H Mittal, A Mahajan, VG Gogate, P Singla
Advances in Neural Information Processing Systems 28, 2015
62015
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
42023
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