Shimon Whiteson

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

Papers

23

Total Citations

732

H-Index

14

About

No biography available yet.

Research Focus

Computer science23 · 732 citations
Artificial intelligence21 · 649 citations
Machine learning14 · 557 citations
Task (project management)9 · 466 citations
Reinforcement learning12 · 354 citations
Mathematics13 · 296 citations
Multi-task learning3 · 234 citations
Domain (mathematical analysis)6 · 223 citations
Engineering6 · 214 citations
Decomposition4 · 212 citations
Mathematical optimization7 · 195 citations
Robot8 · 179 citations

Key Achievements

14
H-Index
23
Papers
732
Total Citations
32
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 Zhang6 shared papersKSKyriacos Shiarlis5 shared papersMEMatthew E. Taylor3 shared papersJMJoão Messias3 shared papersMWMarkus Wulfmeier2 shared papersSSSasha Salter2 shared papersNKNate Kohl2 shared papersBLBo Liu2 shared papersIPIngmar Posner2 shared papersJBJacob Beck2 shared papersRMRisto Miikkulainen2 shared papersFCFernando Caballero1 shared papersMSMatthijs Snel1 shared papersZXZheng Xiong1 shared papersKPKhiet P. Truong1 shared papersGEGwenn Englebienne1 shared papersBPBei Peng1 shared papersCSChristian Schröder de Witt1 shared papersNPNoé Pérez-Higueras1 shared papers
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