William Montgomery

University of Washington

Papers

4

Total Citations

125

H-Index

3

About

No biography available yet.

Research Focus

Artificial intelligence4 · 125 citations
Reinforcement learning4 · 125 citations
Computer science4 · 125 citations
Search algorithm2 · 98 citations
Mathematical optimization2 · 98 citations
Algorithm2 · 98 citations
Optimal control2 · 98 citations
Hyperparameter2 · 98 citations
Mathematics2 · 98 citations
Nonlinear system2 · 98 citations
Convergence (economics)2 · 98 citations
Trajectory2 · 98 citations

Key Achievements

3
H-Index
4
Papers
125
Total Citations
31
Avg Citations/Paper
🏆 Most Cited Paper
Guided Policy Search via Approximate Mirror Descent
83 citations · 2016
📈 Most Prolific Year: 2016 (3 Papers)
🤝 Key Collaborators: 4
🏛 Institutions: University of Washington

Top Papers

  1. 1
    Guided Policy Search via Approximate Mirror Descent
    83 citations · 2016
  2. 2
    Reset-free guided policy search: Efficient deep reinforcement learning with stochastic initial states
    24 citations · 2017
  3. 3
    Guided Policy Search as Approximate Mirror Descent
    15 citations · 2016
  4. 4
    Reset-Free Guided Policy Search: Efficient Deep Reinforcement Learning with Stochastic Initial States
    3 citations · 2016

Key Collaborators

SLSergey Levine4 shared papersAAAnurag Ajay2 shared papersPAPieter Abbeel2 shared papersCFChelsea Finn2 shared papers
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