Huiyun Li

Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences

Papers

5

Total Citations

93

H-Index

5

About

No biography available yet.

Research Focus

Computer science5 · 93 citations
Artificial intelligence5 · 93 citations
Mathematics4 · 73 citations
Machine learning4 · 73 citations
Reinforcement learning4 · 73 citations
Mathematical optimization3 · 62 citations
Entropy (arrow of time)2 · 43 citations
Regularization (linguistics)2 · 43 citations
Computer vision2 · 31 citations
Sampling (signal processing)2 · 31 citations
Kullback–Leibler divergence1 · 24 citations
Deep learning1 · 24 citations

Key Achievements

5
H-Index
5
Papers
93
Total Citations
19
Avg Citations/Paper
🏆 Most Cited Paper
Relative Entropy Regularized Sample-Efficient Reinforcement Learning With Continuous Actions
24 citations · 2023
📈 Most Prolific Year: 2024 (2 Papers)
🤝 Key Collaborators: 10
🏛 Institutions: Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences

Top Papers

  1. 1
    Relative Entropy Regularized Sample-Efficient Reinforcement Learning With Continuous Actions
    24 citations · 2023
  2. 2
    Path planning combining improved rapidly-exploring random trees with dynamic window approach in ROS
    20 citations · 2018
  3. 3
    Effective Multi-Agent Deep Reinforcement Learning Control With Relative Entropy Regularization
    19 citations · 2024
  4. 4
    Deep Ensemble Reinforcement Learning with Multiple Deep Deterministic Policy Gradient Algorithm
    19 citations · 2020
  5. 5
    Practical Probabilistic Model-Based Reinforcement Learning by Integrating Dropout Uncertainty and Trajectory Sampling
    11 citations · 2024

Key Collaborators

YCYunduan Cui3 shared papersXWXinyu Wu2 shared papersCZChunhua Zheng1 shared papersJWJunta Wu1 shared papersJZJie Zou1 shared papersRLRenxing Li1 shared papersZSZhiwei Shang1 shared papersCMChenyang Miao1 shared papersJWJianxun Wang1 shared papersSWShiqian Wu1 shared papers
Not generated yet