Katarina Grolinger

Western University, University of Zagreb

Papers

6

Total Citations

150

H-Index

5

About

No biography available yet.

Research Focus

Artificial intelligence6 · 150 citations
Computer science6 · 150 citations
Machine learning5 · 144 citations
Reinforcement learning5 · 142 citations
Robot4 · 136 citations
Mobile robot4 · 136 citations
Robot learning3 · 120 citations
Learning classifier system2 · 117 citations
Robotics2 · 104 citations
Field (mathematics)1 · 101 citations
Algorithm1 · 101 citations
Drone1 · 101 citations

Key Achievements

5
H-Index
6
Papers
150
Total Citations
25
Avg Citations/Paper
🏆 Most Cited Paper
Reinforcement Learning Algorithms: An Overview and Classification
101 citations · 2021
📈 Most Prolific Year: 2021 (1 Papers)
🤝 Key Collaborators: 14
🏛 Institutions: Western University, University of Zagreb

Top Papers

  1. 1
    Reinforcement Learning Algorithms: An Overview and Classification
    101 citations · 2021
  2. 2
    Agile DQN: adaptive deep recurrent attention reinforcement learning for autonomous UAV obstacle avoidance
    16 citations · 2025
  3. 3
    Autonomous agent based on reinforcement learning and adaptive shadowed network
    16 citations · 1999
  4. 4
    Comparison of Machine Learning Techniques for Activities of Daily Living Classification with Electromyographic Data
    8 citations · 2022
  5. 5
    VizNav: A Modular Off-Policy Deep Reinforcement Learning Framework for Vision-Based Autonomous UAV Navigation in 3D Dynamic Environments
    6 citations · 2024
  6. 6
    Simulation of intelligent robot behavior based on reinforcement learning and neural network approach
    3 citations · 1996

Key Collaborators

FAFadi AlMahamid3 shared papersBJBojan Jerbić1 shared papersAOAbdelkader Ouda1 shared papersBVBožo Vranjš1 shared papersLTLuke Tambakis1 shared papersBVBožo Vranješ1 shared papersSASergio Alexánder Salinas1 shared papersHGHamada Ghenniwa1 shared papersMAMohamed Ahmed T. A. Elgalhud1 shared papersBJBojan Jerbć1 shared papersALAna Luisa Trejos1 shared papersKPKshitija Patel1 shared papersSVSanket V. Salunke1 shared papersKMKenneth McIsaac1 shared papers
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