Qitong Gao

Deep Reinforcement Learning with Temporal Logic Specifications

Qitong Gao, 2018 .

Model-Based Design of Closed Loop Deep Brain Stimulation Controller using Reinforcement Learning

Vuk Lesi, Ilija Jovanov, Warren M. Grill, 2020, 2020 ACM/IEEE 11th International Conference on Cyber-Physical Systems (ICCPS).

Deep Imitative Reinforcement Learning for Temporal Logic Robot Motion Planning with Noisy Semantic Observations

Michael M. Zavlanos, Qitong Gao, Miroslav Pajic, 2020, 2020 IEEE International Conference on Robotics and Automation (ICRA).

Reduced variance deep reinforcement learning with temporal logic specifications

Michael M. Zavlanos, Yan Zhang, Davood Hajinezhad, 2019, ICCPS.

Deep Learning for Stable Monotone Dynamical Systems pdf

Yu Wang, Qitong Gao, Miroslav Pajic, 2020, ArXiv.

Automated Recognition of Retinal Pigment Epithelium Cells on Limited Training Samples Using Neural Networks

Miroslav Pajic, Qitong Gao, Ying Xu, 2020, Translational vision science & technology.

Learning-Based Vulnerability Analysis of Cyber-Physical Systems pdf

Yu Wang, Miroslav Pajic, Amir Khazraei, 2021, 2022 ACM/IEEE 13th International Conference on Cyber-Physical Systems (ICCPS).

Imputation-Free Learning from Incomplete Observations pdf

Lawrence Carin, Chenyang Tao, Miroslav Pajic, 2021, ArXiv.