Hsin-Yu Liu

Joined

September 2022

Names

Hsin-Yu Liu (Preferred)

Hsin Yu Liu

Emails

****@eng.ucsd.edu (Confirmed)

****@gmail.com (Confirmed)

****@ucsd.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of California, San Diego (ucsd.edu)

2018 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Rajesh K. Gupta

Present

Coauthor

Bharathan Balaji

Present

Coauthor

Dezhi Hong

Present

Expertise

Reinforcement Learning

Present

Machine Learning

Present

Deep Learning

Present

building control

Present

VLSI

Present

Publications

Automatic Fine-Tuned Offline-to-Online Reinforcement Learning via Increased Simple Moving Average Q-value
Hsin-Yu Liu, Bharathan Balaji, Rajesh K. Gupta, Dezhi Hong
- Submitted to ICLR 2024
- Readers: Everyone
Rule-based policy regularization for reinforcement learning-based building control
Hsin Yu Liu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Safe HVAC Control via Batch Reinforcement Learning
Hsin-Yu Liu, Bharathan Balaji, Sicun Gao, Rajesh K. Gupta, Dezhi Hong
- 2022 (modified: 17 Apr 2023)
- ICCPS 2022
- Readers: Everyone
B2RL: an open-source dataset for building batch reinforcement learning
Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong
- 2022 (modified: 17 Apr 2023)
- BuildSys@SenSys 2022
- Readers: Everyone

Hsin-Yu Liu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Automatic Fine-Tuned Offline-to-Online Reinforcement Learning via Increased Simple Moving Average Q-value

Rule-based policy regularization for reinforcement learning-based building control

Safe HVAC Control via Batch Reinforcement Learning

B2RL: an open-source dataset for building batch reinforcement learning

Co-Authors