Learning discrete Bayesian networks from continuous data YC Chen, TA Wheeler, MJ Kochenderfer Journal of Artificial Intelligence Research 59, 103-132, 2017 | 66 | 2017 |
Deep Reinforcement Learning for Event-Driven Multi-Agent Decision Processes K Menda, YC Chen, JW Grana, Justin, Bono, BD Tracey, MJ Kochenderfer, ... IEEE Transactions on Intelligent Transportation Systems 20 (4), 1259-1268, 2018 | 64 | 2018 |
Decision forest: A nonparametric approach to modeling irrational choice YC Chen, V Mišić Management Science 68 (10), 7090-7111, 2022 | 56 | 2022 |
Assortment optimization under the decision forest model YC Akchen, VV Mišić arXiv preprint arXiv:2103.14067, 2021 | 11 | 2021 |
Improving offline value-function approximations for POMDPs by reducing discount factors YC Chen, MJ Kochenderfer, MTJ Spaan 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018 | 7 | 2018 |
Column-randomized linear programs: Performance guarantees and applications YC Akchen, VV Mišić Operations Research, 2024 | 3 | 2024 |
A Nonparametric Stochastic Set Model: Identification, Optimization, and Prediction YC Chen, D Mitrofanov arXiv preprint arXiv:2302.04354, 2023 | 3 | 2023 |
On Size Substitution and Its Role in Assortment and Inventory Planning YC Akchen, F Caro Available at SSRN 4646030, 2023 | | 2023 |