Papers

HDBO-B: On Benchmarking High-Dimensional Bayesian Optimization

Yiyu Chen , Hongye Cao , Quanlin Chen , Jing Huo , Dong Li , Xu He , Yang Gao

Survey on High-dimensional Bayesian Optimization

Quanlin Chen , Yiyu Chen(co-first author) , Jing Huo , Hongye Cao , Yang Gao , Dong Li , Jianye Hao

Enhancing Trust-Region Bayesian Optimization via Newton Methods

Quanlin Chen , Yiyu Chen , Jing Huo , Tianyu Ding , Yang Gao , Yuetong Chen

Re-examining Supervised Dimension Reduction for High-Dimensional Bayesian Optimization

Quanlin Chen , Jing Huo , Yiyu Chen , Tianyu Ding , Yang Gao , Dong Li , Xu He

Cognizing and Imitating Robotic Skills via a Dual Cognition-Action Architecture

Zixuan Chen , Ze Ji , Shuyang Liu , Jing Huo , Yiyu Chen , Yang Gao

A Practical Reinforcement Learning Framework for Automatic Radar Detection

Junpeng Yu , Yiyu Chen(co-first author)

TiLD: Third-person Imitation Learning by Estimating Domain Cognitive Differences of Visual Demonstrations

Zixuan Chen , Wenbin Li , Yang Gao , Yiyu Chen

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