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Yuan Tian
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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
622020
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
502022
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
492020
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
29*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
222021
A Prescriptive Dirichlet Power Allocation Policy with Deep Reinforcement Learning
Y Tian, M Han, C Kulkarni, O Fink
Reliability Engineering & System Safety, 2022
132022
Multi-agent Actor-Critic with Time Dynamical Opponent Model
Y Tian, KR Kladny, Q Wang, Z Huang, O Fink
Neurocomputing, 2022
62022
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
52019
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
12020
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
12020
Variational Constrained Reinforcement Learning with Application to Planning at Roundabout
Y Tian, M Han, L Zhang, W Liu, J Wang, W Pan
12019
Model Free Reinforcement Learning with Stability Guarantee
Y Tian
TU Delft Master Thesis, 2019
12019
Sym-Q: Adaptive Symbolic Regression via Sequential Decision-Making
Y Tian, W Zhou, H Dong, DS Kammer, O Fink
arXiv preprint arXiv:2402.05306, 2024
2024
Prescriptive Maintenance and Operation with Deep Reinforcement Learning
T Yuan
ETH Zurich, 2023
2023
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
2019
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Articles 1–17