Jihye Bae

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 3

Top Topics

Temporal Difference

Reinforcement Learning

Top Venues

Comput. Intell. Neurosci.

IEEE Trans. Biomed. Eng.

Publications

Bhoj Raj Thapa, Daniel Restrepo Tangarife, Jihye Bae
Kernel Temporal Differences for EEG-based Reinforcement Learning Brain Machine Interfaces. EMBC (2022)
Jonathan Fugal, Jihye Bae, Hasan A. Poonawala
On the Impact of Gravity Compensation on Reinforcement Learning in Goal-Reaching Tasks for Robotic Manipulators. Robotics 10 (1) (2021)
Yinchen Song, Rafael A. Torres, Sarahy Garcia, Yisel Frometa, Jihye Bae, Abhay Deshmukh, Wei-Chiang Lin, Ying Zheng, Jorge J. Riera
Dysfunction of Neurovascular/Metabolic Coupling in Chronic Focal Epilepsy. IEEE Trans. Biomed. Eng. 63 (1) (2016)
Jihye Bae, Luis G. Sánchez Giraldo, Eric A. Pohlmeyer, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
Kernel Temporal Differences for Neural Decoding. Comput. Intell. Neurosci. 2015 (2015)
Jihye Bae, Luis G. Sánchez Giraldo, José C. Príncipe, Joseph T. Francis
Correntropy kernel temporal differences for reinforcement learning brain machine interfaces. IJCNN (2014)
Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo, Matthew S. Emigh, Jihye Bae, John S. Choi, Joseph T. Francis, José C. Príncipe
Information-theoretic metric learning: 2-D linear projections of neural data for visualization. EMBC (2013)
Jihye Bae, Luis Gonzalo Sánchez Giraldo, Eric A. Pohlmeyer, Justin C. Sanchez, José C. Príncipe
A new method of concurrently visualizing states, values, and actions in reinforcement based brain machine interfaces. EMBC (2013)
Jihye Bae, Pratik Chhatbar, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
Reinforcement learning via kernel temporal difference. EMBC (2011)
Jihye Bae, Luis G. Sánchez Giraldo, Pratik Chhatbar, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
Stochastic kernel temporal difference for reinforcement learning. MLSP (2011)