| Flexpool: A distributed model-free deep reinforcement learning algorithm for joint passengers and goods transportation K Manchella, AK Umrawal, V Aggarwal IEEE Transactions on Intelligent Transportation Systems 22 (4), 2035-2047, 2021 | 73 | 2021 |
| Deepfreight: A model-free deep-reinforcement-learning-based algorithm for multi-transfer freight delivery J Chen, AK Umrawal, T Lan, V Aggarwal Proceedings of the International Conference on Automated Planning and …, 2021 | 20 | 2021 |
| Stochastic Top- Subset Bandits with Linear Space and Non-Linear Feedback M Agarwal, V Aggarwal, CJ Quinn, AK Umrawal Algorithmic Learning Theory, 306-339, 2021 | 19* | 2021 |
| 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 | 15 | 2022 |
| A community-aware framework for social influence maximization AK Umrawal, CJ Quinn, V Aggarwal IEEE Transactions on Emerging Topics in Computational Intelligence 7 (4 …, 2023 | 14 | 2023 |
| 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 | 12* | 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 | 10 | 2022 |
| Leveraging the Community Structure of a Social Network for Maximizing the Spread of Influence AK Umrawal, V Aggarwal ACM SIGMETRICS Performance Evaluation Review 50 (4), 17-19, 2023 | 5 | 2023 |
| Fractional Budget Allocation for Influence Maximization AK Umrawal, V Aggarwal, CJ Quinn 2023 62nd IEEE Conference on Decision and Control (CDC), 4327-4332, 2023 | 3 | 2023 |
| A Genetic Algorithm-Based Framework for Learning Statistical Power Manifold AK Umrawal, SP Lane, EP Hennes Quantitative Psychology: The 87th Annual Meeting of the Psychometric Society …, 2023 | 2 | 2023 |
| CyNetDiff: A Python Library for Accelerated Implementation of Network Diffusion Models EW Robson, D Reddy, AK Umrawal arXiv preprint arXiv:2404.17059, 2024 | 1 | 2024 |
| Leveraging Causal Graphs for Blocking in Randomized Experiments AK Umrawal Conference on Causal Learning and Reasoning, 222-242, 2023 | 1 | 2023 |
| A Causality-Based Graphical Test to Obtain an Optimal Blocking Set for Randomized Experiments AK Umrawal NeurIPS Workshop on Causal Inference Challenges in Sequential Decision …, 2021 | 1 | 2021 |
| On Parameter Estimation in Unobserved Components Models subject to Linear Inequality Constraints AK Umrawal, JCC Chan NeurIPS Workshop on Machine Learning meets Econometrics (MLECON), 2021 | 1 | 2021 |
| Fractional Budget Allocation for Influence Maximization under General Marketing Strategies A Bhimaraju, EW Robson, LR Varshney, AK Umrawal arXiv preprint arXiv:2407.05669, 2024 | | 2024 |
| Machine Learning Algorithms for Influence Maximization on Social Networks AK Umrawal Purdue University Graduate School, 2023 | | 2023 |
Vaneet AggarwalPurdue University在 purdue.edu 的电子邮件经过验证
