Yuping Luo

According to our database, Yuping Luo authored at least 18 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Towards Efficient and Effective Deep Model-based Reinforcement Learning

Yuping Luo

PhD thesis, 2022

Towards Learning to Play Piano with Dexterous Hands and Touch.

Huazhe Xu, Yuping Luo, Shaoxiong Wang, Trevor Darrell, Roberto Calandra

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021

Safe Reinforcement Learning by Imagining the Near Future.

Garrett Thomas, Yuping Luo, Tengyu Ma

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations.

Yuping Luo, Tengyu Ma

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Towards Resolving the Implicit Bias of Gradient Descent for Matrix Factorization: Greedy Low-Rank Learning.

Zhiyuan Li, Yuping Luo, Kaifeng Lyu

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

On the Expressivity of Neural Networks for Deep Reinforcement Learning.

Kefan Dong, Yuping Luo, Tianhe Yu, Chelsea Finn, Tengyu Ma

Proceedings of the 37th International Conference on Machine Learning, 2020

Provable Representation Learning for Imitation Learning via Bi-level Optimization.

Sanjeev Arora, Simon S. Du, Sham M. Kakade, Yuping Luo, Nikunj Saunshi

Proceedings of the 37th International Conference on Machine Learning, 2020

Learning Self-Correctable Policies and Value Functions from Demonstrations with Negative Sampling.

Yuping Luo, Huazhe Xu, Tengyu Ma

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Bootstrapping the Expressivity with Model-based Planning.

Kefan Dong, Yuping Luo, Tengyu Ma

CoRR, 2019

Provably Efficient Q-learning with Function Approximation via Distribution Shift Error Checking Oracle.

Simon S. Du, Yuping Luo, Ruosong Wang, Hanrui Zhang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Implicit Regularization in Deep Matrix Factorization.

Sanjeev Arora, Nadav Cohen, Wei Hu, Yuping Luo

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees.

Yuping Luo, Huazhe Xu, Yuanzhi Li, Yuandong Tian, Trevor Darrell, Tengyu Ma

Proceedings of the 7th International Conference on Learning Representations, 2019

Reliability-Based and QoS-Aware Service Redundancy Backup Method in IoT-Based Smart Grid.

Yunmei Luo, Yuping Luo, Xueping Ye, Jun Lu, Shuqing Li

Proceedings of the Artificial Intelligence and Security - 5th International Conference, 2019

2017

An online sequence-to-sequence model for noisy speech recognition.

Chung-Cheng Chiu, Dieterich Lawson, Yuping Luo, George Tucker, Kevin Swersky, Ilya Sutskever, Navdeep Jaitly

CoRR, 2017

Learning online alignments with continuous rewards policy gradient.

Yuping Luo, Chung-Cheng Chiu, Navdeep Jaitly, Ilya Sutskever

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2009

Computational identification of 48 potato microRNAs and their targets.

Wenwei Zhang, Yuping Luo, Xi Gong, Wenhong Zeng, Siguang Li

Comput. Biol. Chem., 2009

2008

Genome-wide computational analyses of microRNAs and their targets from Canis familiaris.

Donggen Zhou, Siguang Li, Jian Wen, Xi Gong, Ling Xu, Yuping Luo

Comput. Biol. Chem., 2008

2006

Video Object Contour Tracking Using Improved Dual-Front Active Contour.

Qihe Li, Yuping Luo, Deyun Xiao

Proceedings of the Computational Intelligence, 2006