Wenjia Niu

Beijing Jiaotong University

Papers

4

Total Citations

62

H-Index

3

About

No biography available yet.

Research Focus

Artificial intelligence4 · 62 citations
Robot4 · 62 citations
Computer science4 · 62 citations
Machine learning4 · 62 citations
Reinforcement learning3 · 60 citations
Adversarial system3 · 50 citations
Mathematics2 · 25 citations
Table (database)1 · 25 citations
Path (computing)2 · 25 citations
Data mining1 · 25 citations
Pathfinding1 · 25 citations
Theoretical computer science1 · 25 citations

Key Achievements

3
H-Index
4
Papers
62
Total Citations
16
Avg Citations/Paper
🏆 Most Cited Paper
Adversarial Examples Construction Towards White-Box Q Table Variation in DQN Pathfinding Training
25 citations · 2018
📈 Most Prolific Year: 2018 (2 Papers)
🤝 Key Collaborators: 14
🏛 Institutions: Beijing Jiaotong University

Top Papers

  1. 1
    Adversarial Examples Construction Towards White-Box Q Table Variation in DQN Pathfinding Training
    25 citations · 2018
  2. 2
    A PCA-Based Model to Predict Adversarial Examples on Q-Learning of Path Finding
    23 citations · 2018
  3. 3
    Curricular Robust Reinforcement Learning via GAN-Based Perturbation Through Continuously Scheduled Task Sequence
    12 citations · 2022
  4. 4
    A Training-Based Identification Approach to VIN Adversarial Examples in Path Planning
    2 citations · 2021

Key Collaborators

YXYingxiao Xiang3 shared papersYTYunzhe Tian2 shared papersETEndong Tong2 shared papersJLJiqiang Liu2 shared papersJLJiqiang Liu2 shared papersXGXu Gao1 shared papersXBXiaoxuan Bai1 shared papersYLYike Li1 shared papersZHZhen Han1 shared papersTCTong Chen1 shared papersYWYalun Wu1 shared papersJLJingjing Liu1 shared papersTCTong Chen1 shared papersYWYingdi Wang1 shared papers
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