| Algorithm of thoughts: Enhancing exploration of ideas in large language models B Sel, A Al-Tawaha, V Khattar, R Jia, M Jin International Conference on Machine Learning (ICML), 2024, 2023 | 33 | 2023 |
| A CMDP-within-online framework for Meta-Safe Reinforcement Learning V Khattar, Y Ding, B Sel, J Lavaei, M Jin International Conference on Learning Representations (ICLR), 2023, 2023 | 9 | 2023 |
| Magnetic field mapping of inaccessible regions using physics-informed neural networks UH Coskun, B Sel, B Plaster Scientific Reports 12 (1), 12858, 2022 | 8 | 2022 |
| GLSDC based parameter estimation algorithm for a PMSM model A Sel, B Sel, C Kasnakoglu Energies 14 (3), 611, 2021 | 6 | 2021 |
| On solution functions of optimization: Universal approximation and covering number bounds M Jin, V Khattar, H Kaushik, B Sel, R Jia Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 8123-8131, 2023 | 5 | 2023 |
| Comparative study of an EKF-based parameter estimation and a nonlinear optimization-based estimation on PMSM system identification A Sel, B Sel, U Coskun, C Kasnakoglu Energies 14 (19), 6108, 2021 | 5 | 2021 |
| Learning-to-learn to guide random search: Derivative-free meta blackbox optimization on manifold B Sel, A Tawaha, Y Ding, R Jia, B Ji, J Lavaei, M Jin Learning for Dynamics and Control Conference, 38-50, 2023 | 3 | 2023 |
| SOS-based nonlinear observer design for simultaneous state and disturbance estimation designed for a PMSM model A Sel, B Sel, U Coskun, C Kasnakoglu Sustainability 14 (17), 10650, 2022 | 3 | 2022 |
| Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs B Sel, P Shanmugasundaram, M Kachuee, K Zhou, R Jia, M Jin The Association for Computational Linguistics (ACL), 2024, 2024 | 2 | 2024 |
| Balance reward and safety optimization for safe reinforcement learning: A perspective of gradient manipulation S Gu, B Sel, Y Ding, L Wang, Q Lin, M Jin, A Knoll Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21099 …, 2024 | 2 | 2024 |
| A Human-on-the-Loop Optimization Autoformalism Approach for Sustainability M Jin, B Sel, F Hardeep, W Yin arXiv preprint arXiv:2308.10380, 2023 | 1 | 2023 |
| Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning S Gu, B Sel, Y Ding, L Wang, Q Lin, A Knoll, M Jin arXiv preprint arXiv:2405.16390, 2024 | | 2024 |
| Derivative-Free Meta-Blackbox Optimization on Manifold B Sel Virginia Tech, 2024 | | 2024 |
| Decision-Focused Learning for Inverse Noncooperative Games: Generalization Bounds and Convergence Analysis A Al-Tawaha, H Kaushik, B Sel, R Jia, M Jin IFAC-PapersOnLine 56 (2), 9336-9341, 2023 | | 2023 |
| Dynamic Modeling and Trajectory Tracking of a Quadcopter via Linear and Backstepping Controller U Gunes, A Sel, B Sel, C Kasnakoglu AIAA SCITECH 2023 Forum, 0492, 2023 | | 2023 |
Ming JinVirginia TechVerified email at vt.edu
