| Off-policy reinforcement learning for efficient and effective gan architecture search Y Tian, Q Wang, Z Huang, W Li, D Dai, M Yang, J Wang, O Fink Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 73 | 2020 |
| Reinforcement Learning Control of Constrained Dynamic Systems with Uniformly Ultimate Boundedness Stability Guarantee M Han, Y Tian, L Zhang, J Wang, W Pan Automatica, 2020 | 66 | 2020 |
| Real-time model calibration with deep reinforcement learning Y Tian, MA Chao, C Kulkarni, K Goebel, O Fink Mechanical Systems and Signal Processing 165, 108284, 2022 | 64 | 2022 |
| H∞ model-free reinforcement learning with robust stability guarantee M Han, Y Tian, L Zhang, J Wang, W Pan NeurIPS 2019 Workshop on Robot Learning: Control and Interaction in the Real …, 2019 | 30* | 2019 |
| Learning to calibrate battery models in real-time with deep reinforcement learning A Unagar, Y Tian, MA Chao, O Fink Energies 14 (5), 1361, 2021 | 24 | 2021 |
| A Prescriptive Dirichlet Power Allocation Policy with Deep Reinforcement Learning Y Tian, M Han, C Kulkarni, O Fink Reliability Engineering & System Safety, 2022 | 21 | 2022 |
| Multi-agent Actor-Critic with Time Dynamical Opponent Model Y Tian, KR Kladny, Q Wang, Z Huang, O Fink Neurocomputing, 2022 | 12 | 2022 |
| H infinity model-free reinforcement learning with robust stability guarantee M Han, Y Tian, L Zhang, J Wang, W Pan arXiv preprint arXiv:1911.02875, 2019 | 5 | 2019 |
| A transformer-based deep reinforcement learning approach for dynamic parallel machine scheduling problem with family setups F Li, S Lang, Y Tian, B Hong, B Rolf, R Noortwyck, R Schulz, T Reggelin Journal of Intelligent Manufacturing, 1-34, 2024 | 3 | 2024 |
| Sym-Q: Adaptive Symbolic Regression via Sequential Decision-Making Y Tian, W Zhou, H Dong, DS Kammer, O Fink arXiv preprint arXiv:2402.05306v2, 2024 | 2 | 2024 |
| Variational constrained reinforcement learning with application to planning at roundabout Y Tian, M Han, L Zhang, W Liu, J Wang, W Pan | 2 | 2020 |
| Prescriptive Maintenance and Operation with Deep Reinforcement Learning T Yuan ETH Zurich, 2023 | 1 | 2023 |
| Battery Model Calibration with Deep Reinforcement Learning A Unagar, Y Tian, M Arias-Chao, O Fink NeurIPS 2020 Workshop on machine learning for engineering modeling …, 2020 | 1 | 2020 |
| Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search (Supplementary Material) Y Tian, Q Wang, Z Huang, W Li, D Dai, M Yang, J Wang, O Fink, E Zürich, ... Proceedings of the 16th European Conference on Computer Vision (ECCV 2020 …, 2020 | 1 | 2020 |
| Model Free Reinforcement Learning with Stability Guarantee Y Tian TU Delft Master Thesis, 2019 | 1 | 2019 |
| How Much Can Time-related Features Enhance Time Series Forecasting? C Zeng, Y Tian, G Zheng, Y Gao arXiv preprint arXiv:2412.01557, 2024 | | 2024 |
| Real-time model calibration with deep reinforcement learning Y Tian, MA Chao, C Kulkarni, K Goebel, O Fink arXiv preprint arXiv:2006.04001, 2020 | | 2020 |
| Real-Time Model Calibration with Deep Reinforcement Learning M Arias Chao, Y Tian, C Kulkarni, K Goebel, O Fink arXiv, arXiv: 2006.04001, 2020 | | 2020 |
| Model-free Learning Control of Nonlinear Stochastic Systems with Stability Guarantee M Han, Y Tian, L Zhang, J Wang, W Pan | | |
Olga FinkLaboratory of Intelligent Maintenance and Operations Systems, EPFLVerifisert e-postadresse på epfl.ch