Christian Gumbsch

Max Planck Institute for Intelligent Systems, TH Bingen University of Applied Sciences, Max Planck Society

Papers

4

Total Citations

100

H-Index

3

About

No biography available yet.

Research Focus

Computer science4 · 100 citations
Artificial intelligence4 · 100 citations
Reinforcement learning2 · 89 citations
Reinforcement1 · 84 citations
Business1 · 84 citations
Structural engineering1 · 84 citations
Engineering1 · 84 citations
Machine learning2 · 11 citations
Event (particle physics)2 · 11 citations
Human–computer interaction2 · 8 citations
Artificial neural network1 · 8 citations
Hierarchical database model1 · 8 citations

Key Achievements

3
H-Index
4
Papers
100
Total Citations
25
Avg Citations/Paper
🏆 Most Cited Paper
Intelligent problem-solving as integrated hierarchical reinforcement learning
84 citations · 2022
📈 Most Prolific Year: 2022 (2 Papers)
🤝 Key Collaborators: 8
🏛 Institutions: Max Planck Institute for Intelligent Systems, TH Bingen University of Applied Sciences, Max Planck Society

Top Papers

  1. 1
    Intelligent problem-solving as integrated hierarchical reinforcement learning
    84 citations · 2022
  2. 2
    Developing hierarchical anticipations via neural network-based event segmentation
    8 citations · 2022
  3. 3
    Hierarchical principles of embodied reinforcement learning: A review
    5 citations · 2020
  4. 4
    Autonomous Identification and Goal-Directed Invocation of Event-Predictive Behavioral Primitives
    3 citations · 2019

Key Collaborators

MVMartin V. Butz4 shared papersSWStefan Wermter2 shared papersPDPhuong D. H. Nguyen2 shared papersGMGeorg Martius2 shared papersMKMatthias Kerzel2 shared papersMEManfred Eppe2 shared papersMAMaurits Adam1 shared papersBEBirgit Elsner1 shared papers
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