Liangpeng Zhang

Researcher, Tencent

Joined

August 2024

Names

Liangpeng Zhang (Preferred)

Emails

****@tencent.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

Tencent (tencent.com)

2020 – Present

PhD student

School of Computer Science, University of Birmingham (bham.ac.uk)

2016 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2016 – 2021

PhD Advisor

2013 – 2018

Expertise

Reinforcement Learning

2013 – Present

Publications

A Large Language Model-Driven Reward Design Framework via Dynamic Feedback for Reinforcement Learning
Shengjie Sun, Runze Liu, Jiafei Lyu, Jingwen Yang, Liangpeng Zhang, Xiu Li
- CoRR 2024
- Readers: Everyone
Model-based reinforcement learning with small sample size
Liangpeng Zhang
- undefined 2021
- Readers: Everyone
Explicit Planning for Efficient Exploration in Reinforcement Learning
Liangpeng Zhang, Ke Tang, Xin Yao
- 2019 (modified: 16 Dec 2024)
- NeurIPS 2019
- Readers: Everyone
Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning
Liangpeng Zhang, Ke Tang, Xin Yao
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone
Relief R-CNN: Utilizing Convolutional Features for Fast Object Detection
Guiying Li, Junlong Liu, Chunhui Jiang, Liangpeng Zhang, Minlong Lin, Ke Tang
- 2017 (modified: 16 Feb 2026)
- ISNN (1) 2017
- Readers: Everyone
Success Probability of Exploration: a Concrete Analysis of Learning Efficiency
Liangpeng Zhang, Ke Tang, Xin Yao
- 2016 (modified: 16 Dec 2024)
- CoRR 2016
- Readers: Everyone
Increasingly Cautious Optimism for Practical PAC-MDP Exploration
Liangpeng Zhang, Ke Tang, Xin Yao
- 2015 (modified: 16 Jul 2019)
- IJCAI 2015
- Readers: Everyone

Co-Authors