Sven Magg

Universität Hamburg, Hamburg University of Technology, University of Hertfordshire

Papers

18

Total Citations

455

H-Index

9

About

No biography available yet.

Research Focus

Artificial intelligence18 · 455 citations
Computer science18 · 455 citations
Robot13 · 418 citations
Human–computer interaction9 · 289 citations
Human–robot interaction5 · 221 citations
Mobile robot4 · 207 citations
Context (archaeology)4 · 199 citations
Task (project management)6 · 189 citations
Reinforcement learning6 · 177 citations
Psychology8 · 177 citations
Engineering3 · 167 citations
Affordance2 · 147 citations

Key Achievements

9
H-Index
18
Papers
455
Total Citations
25
Avg Citations/Paper
🏆 Most Cited Paper
Training Agents With Interactive Reinforcement Learning and Contextual Affordances
91 citations · 2016
📈 Most Prolific Year: 2018 (7 Papers)
🤝 Key Collaborators: 30
🏛 Institutions: Universität Hamburg, Hamburg University of Technology, University of Hertfordshire

Top Papers

  1. 1
    Training Agents With Interactive Reinforcement Learning and Contextual Affordances
    91 citations · 2016
  2. 2
    NICO — Neuro-inspired companion: A developmental humanoid robot platform for multimodal interaction
    79 citations · 2017
  3. 3
    A Multichannel Convolutional Neural Network for Hand Posture Recognition
    77 citations · 2014
  4. 4
    Interactive reinforcement learning through speech guidance in a domestic scenario
    56 citations · 2015
  5. 5
    Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits
    52 citations · 2020
  6. 6
    Agent-advising approaches in an interactive reinforcement learning scenario
    20 citations · 2017
  7. 7
    Pattern Formation in Homogeneous and Heterogeneous Swarms: Differences Between Versatile and Specialized Agents
    13 citations · 2007
  8. 8
    An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions
    12 citations · 2018
  9. 9
    Dialogue-Based Neural Learning to Estimate the Sentiment of a Next Upcoming Utterance
    12 citations · 2017
  10. 10
    Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue
    8 citations · 2018

Key Collaborators

SWStefan Wermter17 shared papersCWCornelius Weber8 shared papersPBPablo Barros6 shared papersDFDi Fu4 shared papersMAMohammad Ali Zamani4 shared papersELEgor Lakomkin3 shared papersFCFrancisco Cruz3 shared papersHSHenrique Siqueira3 shared papersHWHaiyan Wu2 shared papersXLXun Liu2 shared papersGIGerman I. Parisi2 shared papersJTJohannes Twiefel1 shared papersASAlexander Sutherland1 shared papersCBChandrakant Bothe1 shared papersMGMartin Gromniak1 shared papersJLJindong Liu1 shared papersESErik Strahl1 shared papersMKMatthias Kerzel1 shared papersCTCarme Torras1 shared papersWLWenhao Lu1 shared papers
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