Finite-time performance bounds and adaptive learning rate selection for two time-scale reinforcement learning H Gupta, R Srikant, L Ying Advances in Neural Information Processing Systems 32, 2019 | 93 | 2019 |
Low-complexity, low-regret link rate selection in rapidly-varying wireless channels H Gupta, A Eryilmaz, R Srikant IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 540-548, 2018 | 61 | 2018 |
Link rate selection using constrained thompson sampling H Gupta, A Eryilmaz, R Srikant IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 739-747, 2019 | 36 | 2019 |
Combining reinforcement learning with model predictive control for on-ramp merging J Lubars, H Gupta, S Chinchali, L Li, A Raja, R Srikant, X Wu 2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021 | 33 | 2021 |
The mean-squared error of double Q-learning W Weng, H Gupta, N He, L Ying, R Srikant Advances in Neural Information Processing Systems 33, 6815-6826, 2020 | 21* | 2020 |
The Role of Regularization in Overparameterized Neural Networks* S Satpathi, H Gupta, S Liang, R Srikant 2020 59th IEEE Conference on Decision and Control (CDC), 4683-4688, 2020 | 8 | 2020 |
Online learning-based rate selection for wireless interactive panoramic scene delivery H Gupta, J Chen, B Li, R Srikant IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 1799-1808, 2022 | 6 | 2022 |
Adaptive learning rate selection for temporal difference learning H Gupta, R Srikant, L Ying Real-world Sequential Decision Making Workshop, ICML, 2019 | 5 | 2019 |
Optimization and learning algorithms for stochastic and adversarial power control H Gupta, N He, R Srikant 2019 International Symposium on Modeling and Optimization in Mobile, Ad Hoc …, 2019 | 2 | 2019 |
Flamingo: Environmental impact factor matching for life cycle assessment with zero-shot machine learning B Balaji, VSG Vunnava, N Domingo, S Gupta, H Gupta, G Guest, ... ACM Journal on Computing and Sustainable Societies 1 (2), 1-23, 2023 | 1 | 2023 |
Flamingo: Environmental impact factor matching for life cycle assessment with zero-shot ML B Balaji, G Vunnava, N Domingo, S Gupta, H Gupta, G Guest, ... | | 2023 |