Jinwoo Shin

Korea Advanced Institute of Science and Technology

Papers

7

Total Citations

165

H-Index

6

About

No biography available yet.

Research Focus

Computer science7 · 165 citations
Artificial intelligence7 · 165 citations
Machine learning6 · 159 citations
Mathematics6 · 159 citations
Reinforcement learning6 · 159 citations
Generalization4 · 127 citations
Artificial neural network3 · 101 citations
Randomized controlled trial3 · 99 citations
Randomization3 · 99 citations
Robotics2 · 54 citations
Robot2 · 54 citations
Deep learning2 · 52 citations

Key Achievements

6
H-Index
7
Papers
165
Total Citations
24
Avg Citations/Paper
🏆 Most Cited Paper
Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning
48 citations · 2020
📈 Most Prolific Year: 2020 (2 Papers)
🤝 Key Collaborators: 9
🏛 Institutions: Korea Advanced Institute of Science and Technology

Top Papers

  1. 1
    Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning
    48 citations · 2020
  2. 2
    Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning
    47 citations · 2019
  3. 3
    Context-aware Dynamics Model for Generalization in Model-Based\n Reinforcement Learning
    28 citations · 2020
  4. 4
    Offline-to-Online Reinforcement Learning via Balanced Replay and\n Pessimistic Q-Ensemble
    18 citations · 2021
  5. 5
    SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning
    14 citations · 2022
  6. 6
    Multi-View Masked World Models for Visual Robotic Manipulation
    6 citations · 2023
  7. 7
    A Simple Randomization Technique for Generalization in Deep Reinforcement Learning
    4 citations · 2019

Key Collaborators

KLKimin Lee7 shared papersHLHonglak Lee5 shared papersYSYounggyo Seo4 shared papersKLKibok Lee3 shared papersPAPieter Abbeel3 shared papersSLSeunghyun Lee2 shared papersSJStephen James1 shared papersJKJunsu Kim1 shared papersJPJongjin Park1 shared papers
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