Nina Dethlefs

Heriot-Watt University, University of Hull

Papers

6

Total Citations

43

H-Index

4

About

No biography available yet.

Research Focus

Computer science6 · 43 citations
Artificial intelligence6 · 43 citations
Robot5 · 37 citations
Reinforcement learning3 · 34 citations
Human–computer interaction3 · 22 citations
Machine learning2 · 18 citations
Decomposition2 · 18 citations
Mathematics2 · 18 citations
Artificial neural network2 · 18 citations
Function approximation2 · 18 citations
Engineering2 · 18 citations
Function (biology)2 · 18 citations

Key Achievements

4
H-Index
6
Papers
43
Total Citations
7
Avg Citations/Paper
🏆 Most Cited Paper
Machine learning for interactive systems and robots
16 citations · 2013
📈 Most Prolific Year: 2013 (2 Papers)
🤝 Key Collaborators: 10
🏛 Institutions: Heriot-Watt University, University of Hull

Top Papers

  1. 1
    Machine learning for interactive systems and robots
    16 citations · 2013
  2. 2
    Nonstrict Hierarchical Reinforcement Learning for Interactive Systems and Robots
    12 citations · 2014
  3. 3
    Hierarchical Dialogue Policy Learning using Flexible State Transitions and Linear Function Approximation
    6 citations · 2012
  4. 4
    Introduction to the Special Issue on Machine Learning for Multiple Modalities in Interactive Systems and Robots
    4 citations · 2014
  5. 5
    Extrinsic Versus Intrinsic Evaluation of Natural Language Generation for Spoken Dialogue Systems and Social Robotics
    3 citations · 2016
  6. 6
    Proceedings of the 2nd Workshop on Machine Learning for Interactive Systems: Bridging the Gap Between Perception, Action and Communication
    2 citations · 2013

Key Collaborators

HCHeriberto Cuayáhuitl6 shared papersLFLutz Frommberger3 shared papersIKIvana Kruijff‐Korbayová2 shared papersMVMartijn van Otterlo2 shared papersXLXingkun Liu1 shared papersSKSimon Keizer1 shared papersHHHelen Hastie1 shared papersHZHendrik Zender1 shared papersMMMathew Marge1 shared papersARAntoine Raux1 shared papers
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