Martin V. Butz

University of Tübingen, University of Würzburg, TH Bingen University of Applied Sciences

Papers

30

Total Citations

527

H-Index

12

About

No biography available yet.

Research Focus

Computer science30 · 527 citations
Artificial intelligence30 · 527 citations
Robot19 · 355 citations
Reinforcement learning7 · 230 citations
Psychology11 · 199 citations
Machine learning12 · 184 citations
Engineering7 · 142 citations
Robotics6 · 132 citations
Robotic arm8 · 119 citations
Task (project management)5 · 113 citations
Cognitive science6 · 109 citations
Anticipation (artificial intelligence)4 · 101 citations

Key Achievements

12
H-Index
30
Papers
527
Total Citations
18
Avg Citations/Paper
🏆 Most Cited Paper
Intelligent problem-solving as integrated hierarchical reinforcement learning
84 citations · 2022
📈 Most Prolific Year: 2008 (4 Papers)
🤝 Key Collaborators: 60
🏛 Institutions: University of Tübingen, University of Würzburg, TH Bingen University of Applied Sciences

Top Papers

  1. 1
    Intelligent problem-solving as integrated hierarchical reinforcement learning
    84 citations · 2022
  2. 2
    Anticipatory Behavior in Adaptive Learning Systems: Foundations, Theories, and Systems
    70 citations · 2003
  3. 3
    Learning where to search using visual attention
    56 citations · 2016
  4. 4
    Context-dependent predictions and cognitive arm control with XCSF
    42 citations · 2008
  5. 5
    Latent Learning and Action Planning in Robots with Anticipatory Classifier Systems
    40 citations · 2000
  6. 6
    Learning local linear Jacobians for flexible and adaptive robot arm control
    24 citations · 2011
  7. 7
    Anticipations, Brains, Individual and Social Behavior: An Introduction to Anticipatory Systems
    22 citations · 2008
  8. 8
    Simultaneously emerging Braitenberg codes and compositionality
    20 citations · 2011
  9. 9
    The SURE_REACH Model for Motor Learning and Control of a Redundant Arm: From Modeling Human Behavior to Applications in Robotics
    18 citations · 2009
  10. 10
    Learning to Reproduce Visually Similar Movements by Minimizing Event-Based Prediction Error
    17 citations · 2018

Key Collaborators

PSPatrick Stalph7 shared papersCGChristian Gumbsch4 shared papersOSOlivier Sigaud4 shared papersGPGiovanni Pezzulo4 shared papersOHOliver Herbort4 shared papersSEStephan Ehrenfeld3 shared papersMEManfred Eppe2 shared papersGMGeorg Martius2 shared papersBJBirger Johansson2 shared papersGKGerulf K.M. Pedersen2 shared papersGBGianluca Baldassarre2 shared papersJDJan Drugowitsch2 shared papersPDPhuong D. H. Nguyen2 shared papersCBChristian Balkenius2 shared papersRFRino Falcone2 shared papersSWStefan Wermter2 shared papersSOSebastian Otte2 shared papersCCCristiano Castelfranchi2 shared papersJKJan Kneissler2 shared papersMKMatthias Kerzel2 shared papers
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