H∞ Model-free Reinforcement Learning with Robust Stability Guarantee. - Minghao Han; Yuan Tian 014; Lixian Zhang; Jun Wang 012; Wei Pan 004 (CoRR, 2019)

Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search. - Yuan Tian 014; Qin Wang 013; Zhiwu Huang; Wen Li 001; Dengxin Dai; Minghao Yang; Jun Wang 012; Olga Fink (ECCV (7), 2020)

Real-Time Model Calibration with Deep Reinforcement Learning. - Yuan Tian 014; Manuel Arias Chao; Chetan S. Kulkarni; Kai Goebel; Olga Fink (CoRR, 2020)

Battery Model Calibration with Deep Reinforcement Learning. - Ajaykumar Unagar; Yuan Tian 014; Manuel Arias Chao; Olga Fink (CoRR, 2020)

Reinforcement learning control of constrained dynamic systems with uniformly ultimate boundedness stability guarantee. - Minghao Han; Yuan Tian 014; Lixian Zhang; Jun Wang 012; Wei Pan 004 (Autom., 2021)

A prescriptive Dirichlet power allocation policy with deep reinforcement learning. - Yuan Tian 014; Minghao Han; Chetan S. Kulkarni; Olga Fink (Reliab. Eng. Syst. Saf., 2022)

Multi-agent actor-critic with time dynamical opponent model. - Yuan Tian 014; Klaus-Rudolf Kladny; Qin Wang 013; Zhiwu Huang; Olga Fink (Neurocomputing, 2023)

Sym-Q: Adaptive Symbolic Regression via Sequential Decision-Making. - Yuan Tian 014; Wenqi Zhou; Hao Dong; David S. Kammer; Olga Fink (CoRR, 2024)