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
65 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
18 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
17 * 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
13 2022 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
8 * 2021 A community-aware framework for social influence maximization AK Umrawal, CJ Quinn, V Aggarwal
IEEE Transactions on Emerging Topics in Computational Intelligence, 2023
7 2023 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
7 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
3 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
1 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
1 2023 CyNetDiff: A Python Library for Accelerated Implementation of Network Diffusion Models EW Robson, D Reddy, AK Umrawal
arXiv preprint arXiv:2404.17059, 2024
2024 Leveraging Causal Graphs for Blocking in Randomized Experiments AK Umrawal
Conference on Causal Learning and Reasoning, 222-242, 2023
2023 Machine Learning Algorithms for Influence Maximization on Social Networks AK Umrawal
Purdue University Graduate School, 2023
2023 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
2021