Daoming Lyu

Postdoc, Weill Cornell Medicine, Cornell University

Joined

July 2019

Names

Daoming Lyu (Preferred)

Emails

****@gmail.com (Confirmed)

****@auburn.edu (Confirmed)

Personal Links

Career & Education History

Postdoc

Weill Cornell Medicine, Cornell University (med.cornell.edu)

2022 – Present

PhD student

Auburn University (auburn.edu)

2016 – 2022

Advisors, Relations & Conflicts

Postdoc Advisor

Fei Wang

2022 – Present

PhD Advisor

Bo Liu

2016 – 2022

Expertise

Neuro-Symbolic AI

2020 – Present

Trustworthy Decision-making

2018 – Present

Reinforcement Learning

2016 – Present

Publications

PRIMA: Planner-Reasoner Inside a Multi-task Reasoning Agent
Daoming Lyu, Bo Liu, Jianshu Chen
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Variance-Reduced Off-Policy Memory-Efficient Policy Search
Daoming Lyu, Qi Qi, Mohammad Ghavamzadeh, Hengshuai Yao, Tianbao Yang, Bo Liu
- 2020 (modified: 03 Nov 2022)
- CoRR 2020
- Readers: Everyone
Logic-Based Sequential Decision-Making.
Daoming Lyu, Fangkai Yang, Bo Liu, Daesub Yoon
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone
SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning.
Daoming Lyu, Fangkai Yang, Bo Liu, Steven Gustafson
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone
Stable and Efficient Policy Evaluation
Daoming Lyu, Bo Liu, Matthieu Geist, Wen Dong, Saad Biaz, Qi Wang
- 2019 (modified: 07 Nov 2022)
- IEEE Trans. Neural Networks Learn. Syst. 2019
- Readers: Everyone
A Human-Centered Data-Driven Planner-Actor-Critic Architecture via Logic Programming
Daoming Lyu, Fangkai Yang, Bo Liu, Steven Gustafson
- 2019 (modified: 05 Feb 2025)
- ICLP Technical Communications 2019
- Readers: Everyone
Knowledge-Based Sequential Decision-Making Under Uncertainty
Daoming Lyu
- 2019 (modified: 03 Nov 2022)
- CoRR 2019
- Readers: Everyone
A Block Coordinate Ascent Algorithm for Mean-Variance Optimization
Tengyang Xie, Bo Liu, Yangyang Xu, Mohammad Ghavamzadeh, Yinlam Chow, Daoming Lyu, Daesub Yoon
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making
Fangkai Yang, Daoming Lyu, Bo Liu, Steven Gustafson
- 2018 (modified: 10 Nov 2022)
- IJCAI 2018
- Readers: Everyone
Program Search for Machine Learning Pipelines Leveraging Symbolic Planning and Reinforcement Learning
Fangkai Yang, Steven Gustafson, Alexander Elkholy, Daoming Lyu, Bo Liu
- 2018 (modified: 03 Nov 2022)
- GPTP 2018
- Readers: Everyone

View all 11 publications