| Achieving zero constraint violation for constrained reinforcement learning via primal-dual approach Q Bai, AS Bedi, M Agarwal, A Koppel, V Aggarwal Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 3682-3689, 2022 | 92 | 2022 |
| On the approximation of cooperative heterogeneous multi-agent reinforcement learning (MARL) using mean field control (MFC) WU Mondal, M Agarwal, V Aggarwal, SV Ukkusuri Journal of Machine Learning Research 23 (129), 1-46, 2022 | 63 | 2022 |
| Multi-agent multi-armed bandits with limited communication M Agarwal, V Aggarwal, K Azizzadenesheli Journal of Machine Learning Research 23 (212), 1-24, 2022 | 57 | 2022 |
| Multi-objective reinforcement learning with non-linear scalarization M Agarwal, V Aggarwal, T Lan Proceedings of the 21st International Conference on Autonomous Agents and …, 2022 | 48 | 2022 |
| Deserts: Delay-tolerant semi-autonomous robot teleoperation for surgery G Gonzalez, M Agarwal, MV Balakuntala, MM Rahman, U Kaur, ... 2021 IEEE International Conference on Robotics and Automation (ICRA), 12693 …, 2021 | 37 | 2021 |
| Blind decision making: Reinforcement learning with delayed observations M Agarwal, V Aggarwal Pattern Recognition Letters 150, 176-182, 2021 | 36 | 2021 |
| Stochastic Top K-Subset Bandits with Linear Space and Non-Linear Feedback with Applications to Social Influence Maximization M Agarwal, V Aggarwal, AK Umrawal, CJ Quinn ACM/IMS Transactions on Data Science (TDS) 2 (4), 1-39, 2022 | 34* | 2022 |
| Regret guarantees for model-based reinforcement learning with long-term average constraints M Agarwal, Q Bai, V Aggarwal Uncertainty in Artificial Intelligence, 22-31, 2022 | 28* | 2022 |
| An explore-then-commit algorithm for submodular maximization under full-bandit feedback G Nie, M Agarwal, AK Umrawal, V Aggarwal, CJ Quinn Uncertainty in Artificial Intelligence, 1541-1551, 2022 | 28 | 2022 |
| Asap: A semi-autonomous precise system for telesurgery during communication delays G Gonzalez, M Balakuntala, M Agarwal, T Low, B Knoth, AW Kirkpatrick, ... IEEE Transactions on Medical Robotics and Bionics 5 (1), 66-78, 2023 | 26 | 2023 |
| Transferring dexterous surgical skill knowledge between robots for semi-autonomous teleoperation MM Rahman, N Sanchez-Tamayo, G Gonzalez, M Agarwal, V Aggarwal, ... 2019 28th IEEE International Conference on Robot and Human Interactive …, 2019 | 26 | 2019 |
| Reinforcement learning for joint optimization of multiple rewards M Agarwal, V Aggarwal arXiv preprint arXiv:1909.02940, 2019 | 23* | 2019 |
| Concave utility reinforcement learning with zero-constraint violations M Agarwal, Q Bai, V Aggarwal arXiv preprint arXiv:2109.05439, 2021 | 18 | 2021 |
| Dart: Adaptive accept reject algorithm for non-linear combinatorial bandits M Agarwal, V Aggarwal, AK Umrawal, C Quinn Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 6557-6565, 2021 | 18* | 2021 |
| Communication efficient parallel reinforcement learning M Agarwal, B Ganguly, V Aggarwal Uncertainty in Artificial Intelligence, 247-256, 2021 | 17 | 2021 |
| Reinforcement learning for mean-field game M Agarwal, V Aggarwal, A Ghosh, N Tiwari Algorithms 15 (3), 73, 2022 | 16 | 2022 |
| Reinforcement learning for joint optimization of multiple rewards M Agarwal, V Aggarwal Journal of Machine Learning Research 24 (49), 1-41, 2023 | 15 | 2023 |
| Sartres: a semi-autonomous robot teleoperation environment for surgery MM Rahman, MV Balakuntala, G Gonzalez, M Agarwal, U Kaur, ... Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2021 | 15 | 2021 |
| Learning-based online QoE optimization in multi-agent video streaming Y Wang, M Agarwal, T Lan, V Aggarwal Algorithms 15 (7), 227, 2022 | 13 | 2022 |
| Joint optimization of multi-objective reinforcement learning with policy gradient based algorithm Q Bai, M Agarwal, V Aggarwal arXiv preprint arXiv:2105.14125, 2021 | 13 | 2021 |
Vaneet AggarwalReilly Professor and University Faculty Scholar, Purdue UniversityVerified email at purdue.edu
