A deep reinforcement learning approach for solving the traveling salesman problem with drone A Bogyrbayeva, T Yoon, H Ko, S Lim, H Yun, C Kwon Transportation Research Part C: Emerging Technologies 148, 103981, 2023 | 67 | 2023 |
A reinforcement learning approach for rebalancing electric vehicle sharing systems A Bogyrbayeva, S Jang, A Shah, YJ Jang, C Kwon IEEE Transactions on Intelligent Transportation Systems 23 (7), 8704-8714, 2021 | 37 | 2021 |
Learning to solve vehicle routing problems: A survey A Bogyrbayeva, M Meraliyev, T Mustakhov, B Dauletbayev arXiv preprint arXiv:2205.02453, 2022 | 33 | 2022 |
Machine learning to solve vehicle routing problems: A survey A Bogyrbayeva, M Meraliyev, T Mustakhov, B Dauletbayev IEEE Transactions on Intelligent Transportation Systems, 2024 | 18 | 2024 |
Solving the winner determination problem in combinatorial auctions for fractional ownership of autonomous vehicles M Takalloo, A Bogyrbayeva, H Charkhgard, C Kwon International Transactions in Operational Research 28 (4), 1658-1680, 2021 | 18 | 2021 |
An iterative combinatorial auction design for fractional ownership of autonomous vehicles A Bogyrbayeva, M Takalloo, H Charkhgard, C Kwon International Transactions in Operational Research 28 (4), 1681-1705, 2021 | 14 | 2021 |
Pessimistic evasive flow capturing problems A Bogyrbayeva, C Kwon European Journal of Operational Research 293 (1), 133-148, 2021 | 4 | 2021 |
Deep reinforcement learning for stochastic dynamic vehicle routing problem T Mustakhov, Y Akhmetbek, A Bogyrbayeva 2023 17th International Conference on Electronics Computer and Computation …, 2023 | 3 | 2023 |
Optimization and Machine Learning Methods for Solving Combinatorial Problems in Urban Transportation A Bogyrbayeva University of South Florida, 2021 | | 2021 |
An Attention-LSTM Hybrid Model for the Coordinated Routing of Multiple Vehicles A Bogyrbayeva, T Yoon, H Ko, S Lim, H Yun, C Kwon | | |
Best subset selection of factors affecting influenza spread using bi-objective optimization A Bogyrbayeva, H Tatapudi, H Charkhgard, W Silva-Sotillo | | |