Shimon Whiteson

The University of Texas at Austin, University of Oxford, University of Amsterdam

Papers

21

Total Citations

715

H-Index

14

About

No biography available yet.

Research Focus

Computer science21 · 715 citations
Artificial intelligence20 · 663 citations
Machine learning14 · 600 citations
Task (project management)8 · 454 citations
Reinforcement learning12 · 380 citations
Mathematics13 · 322 citations
Domain (mathematical analysis)6 · 240 citations
Multi-task learning3 · 234 citations
Mathematical optimization7 · 221 citations
Engineering6 · 214 citations
Decomposition3 · 200 citations
Robot8 · 196 citations

Key Achievements

14
H-Index
21
Papers
715
Total Citations
34
Avg Citations/Paper
🏆 Most Cited Paper
Transfer via inter-task mappings in policy search reinforcement learning
133 citations · 2007
📈 Most Prolific Year: 2017 (3 Papers)
🤝 Key Collaborators: 46
🏛 Institutions: The University of Texas at Austin, University of Oxford, University of Amsterdam

Top Papers

  1. 1
    Transfer via inter-task mappings in policy search reinforcement learning
    133 citations · 2007
  2. 2
    Evolving Soccer Keepaway Players Through Task Decomposition
    95 citations · 2005
  3. 3
    Comparing evolutionary and temporal difference methods in a reinforcement learning domain
    88 citations · 2006
  4. 4
    Evolving Keepaway Soccer Players through Task Decomposition
    76 citations · 2003
  5. 5
    Concurrent layered learning
    52 citations · 2003
  6. 6
    Deep Multi-Agent Reinforcement Learning for Decentralized Continuous Cooperative Control
    41 citations · 2020
  7. 7
    Rapidly exploring learning trees
    31 citations · 2017
  8. 8
    DAC: The Double Actor-Critic Architecture for Learning Options
    31 citations · 2019
  9. 9
    TACO: Learning Task Decomposition via Temporal Alignment for Control
    29 citations · 2018
  10. 10
    Transfer Learning for Policy Search Methods
    25 citations · 2006

Key Collaborators

PSPeter Stone6 shared papersSZShangtong Zhang5 shared papersKSKyriacos Shiarlis4 shared papersJMJoão Messias3 shared papersMEMatthew E. Taylor3 shared papersJBJacob Beck2 shared papersNKNate Kohl2 shared papersRMRisto Miikkulainen2 shared papersBLBo Liu2 shared papersZXZheng Xiong1 shared papersKPKhiet P. Truong1 shared papersGEGwenn Englebienne1 shared papersMSMatthijs Snel1 shared papersFCFernando Caballero1 shared papersBPBei Peng1 shared papersSSSasha Salter1 shared papersCSChristian Schröder de Witt1 shared papersNPNoé Pérez-Higueras1 shared papersMWMarkus Wulfmeier1 shared papersJVJered Vroon1 shared papers
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