Liangpeng Zhang

According to our database, Liangpeng Zhang authored at least 7 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

2021

Model-based reinforcement learning with small sample size.

Liangpeng Zhang

PhD thesis, 2021

2019

Explicit Planning for Efficient Exploration in Reinforcement Learning.

Liangpeng Zhang, Ke Tang, Xin Yao

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

2017

Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning.

Liangpeng Zhang, Ke Tang, Xin Yao

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Relief R-CNN: Utilizing Convolutional Features for Fast Object Detection.

Guiying Li, Junlong Liu, Chunhui Jiang, Liangpeng Zhang, Minlong Lin, Ke Tang

Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

2016

Success Probability of Exploration: a Concrete Analysis of Learning Efficiency.

Liangpeng Zhang, Ke Tang, Xin Yao

CoRR, 2016

2015

Increasingly Cautious Optimism for Practical PAC-MDP Exploration.

Liangpeng Zhang, Ke Tang, Xin Yao

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015