Alex Graves

Technical University of Munich, Google (United States)

Papers

5

Total Citations

374

H-Index

5

About

No biography available yet.

Research Focus

Artificial intelligence5 · 374 citations
Computer science5 · 374 citations
Robot3 · 316 citations
Mathematical optimization2 · 305 citations
Markov decision process2 · 305 citations
Algorithm2 · 305 citations
Markov chain2 · 305 citations
Gradient method2 · 305 citations
Machine learning2 · 305 citations
Humanoid robot2 · 305 citations
Heuristics2 · 305 citations
Markov process2 · 305 citations

Key Achievements

5
H-Index
5
Papers
374
Total Citations
75
Avg Citations/Paper
🏆 Most Cited Paper
Parameter-exploring policy gradients
245 citations · 2009
📈 Most Prolific Year: 2008 (2 Papers)
🤝 Key Collaborators: 15
🏛 Institutions: Technical University of Munich, Google (United States)

Top Papers

  1. 1
    Parameter-exploring policy gradients
    245 citations · 2009
  2. 2
    Policy Gradients with Parameter-Based Exploration for Control
    60 citations · 2008
  3. 3
    Facial Expression Recognition with Recurrent Neural Networks
    36 citations · 2008
  4. 4
    Video Pixel Networks
    22 citations · 2016
  5. 5
    RNN-based Learning of Compact Maps for Efficient Robot Localization
    11 citations · 2007

Key Collaborators

JSJürgen Schmidhuber4 shared papersJPJan Peters2 shared papersFSFrank Sehnke2 shared papersTRThomas Rückstieß2 shared papersCOChristian Osendorfer2 shared papersKKKoray Kavukcuoglu1 shared papersIDIvo Danihelka1 shared papersMWMatthias Wimmer1 shared papersCMChristoph Mayer1 shared papersOVOriol Vinyals1 shared papersKSKaren Simonyan1 shared papersBRBernd Radig1 shared papersAVAäron van den Oord1 shared papersNKNal Kalchbrenner1 shared papersAFAlexander Förster1 shared papers
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