Yuping Luo

Joined

August 2018

Names

Yuping Luo (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@cs.princeton.edu (Confirmed)

,

****@princeton.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

Voyage AI (voyageai.com)

2023 – 2025

PhD student

Princeton University (princeton.edu)

2017 – 2022

Research Intern

Facebook (fb.com)

2018 – 2018

Research Intern

OpenAI (openai.com)

2017 – 2017

Undergrad student

Tsinghua University (tsinghua.edu.cn)

2013 – 2017

Software Engineer Intern

Google (google.com)

2015 – 2015

Advisors, Relations & Conflicts

PhD Advisor

2017 – 2022

Expertise

deep learning

Present

deep reinforcement learning

Present

Publications

Safe Reinforcement Learning by Imagining the Near Future
Garrett Thomas, Yuping Luo, Tengyu Ma
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations
Yuping Luo, Tengyu Ma
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Towards Learning to Play Piano with Dexterous Hands and Touch
Huazhe Xu, Yuping Luo, Shaoxiong Wang, Trevor Darrell, Roberto Calandra
- 2021 (modified: 26 Mar 2022)
- CoRR 2021
- Readers: Everyone
Towards Resolving the Implicit Bias of Gradient Descent for Matrix Factorization: Greedy Low-Rank Learning
Zhiyuan Li, Yuping Luo, Kaifeng Lyu
- Published: 12 Jan 2021, Last Modified: 05 May 2023
- ICLR 2021 Poster
- Readers: Everyone
Learning Self-Correctable Policies and Value Functions from Demonstrations with Negative Sampling
Yuping Luo, Huazhe Xu, Tengyu Ma
- 2020 (modified: 26 Mar 2022)
- ICLR 2020
- Readers: Everyone
Provable Representation Learning for Imitation Learning via Bi-level Optimization
Sanjeev Arora, Simon S. Du, Sham M. Kakade, Yuping Luo, Nikunj Saunshi
- 2020 (modified: 26 Mar 2022)
- ICML 2020
- Readers: Everyone
On the Expressivity of Neural Networks for Deep Reinforcement Learning
Kefan Dong, Yuping Luo, Tianhe Yu, Chelsea Finn, Tengyu Ma
- 2020 (modified: 26 Mar 2022)
- ICML 2020
- Readers: Everyone
Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees
Yuping Luo, Huazhe Xu, Yuanzhi Li, Yuandong Tian, Trevor Darrell, Tengyu Ma
- 2019 (modified: 26 Mar 2022)
- ICLR (Poster) 2019
- Readers: Everyone
Implicit Regularization in Deep Matrix Factorization
Sanjeev Arora, Nadav Cohen, Wei Hu, Yuping Luo
- 2019 (modified: 26 Mar 2022)
- NeurIPS 2019
- Readers: Everyone
Provably Efficient Q-learning with Function Approximation via Distribution Shift Error Checking Oracle
Simon S. Du, Yuping Luo, Ruosong Wang, Hanrui Zhang
- 2019 (modified: 26 Mar 2022)
- NeurIPS 2019
- Readers: Everyone

View all 11 publications

Co-Authors