Shangtong Zhang

University of Alberta, University of Oxford

Papers

8

Total Citations

96

H-Index

5

About

No biography available yet.

Research Focus

Computer science8 · 96 citations
Economics6 · 85 citations
Artificial intelligence7 · 65 citations
Psychology4 · 62 citations
Architecture4 · 60 citations
Reinforcement learning6 · 59 citations
Mathematical optimization5 · 41 citations
Mathematics5 · 41 citations
Value (mathematics)4 · 35 citations
Machine learning4 · 35 citations
Computer architecture1 · 31 citations
Cognitive science1 · 31 citations

Key Achievements

5
H-Index
8
Papers
96
Total Citations
12
Avg Citations/Paper
🏆 Most Cited Paper
DAC: The Double Actor-Critic Architecture for Learning Options
31 citations · 2019
📈 Most Prolific Year: 2019 (4 Papers)
🤝 Key Collaborators: 9
🏛 Institutions: University of Alberta, University of Oxford

Top Papers

  1. 1
    DAC: The Double Actor-Critic Architecture for Learning Options
    31 citations · 2019
  2. 2
    QUOTA: The Quantile Option Architecture for Reinforcement Learning
    20 citations · 2019
  3. 3
    Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning
    18 citations · 2021
  4. 4
    Generalized Off-Policy Actor-Critic
    7 citations · 2019
  5. 5
    Average-Reward Off-Policy Policy Evaluation with Function Approximation
    6 citations · 2021
  6. 6
    DAC: The Double Actor-Critic Architecture for Learning Options
    5 citations · 2019
  7. 7
    Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning
    5 citations · 2020
  8. 8
    QUOTA: The Quantile Option Architecture for Reinforcement Learning
    4 citations · 2018

Key Collaborators

SWShimon Whiteson6 shared papersBLBo Liu2 shared papersHYHengshuai Yao2 shared papersBLBo Liu1 shared papersWBWendelin Boehmer1 shared papersYWYi Wan1 shared papersBMBorislav Mavrin1 shared papersLKLinglong Kong1 shared papersRSRichard S. Sutton1 shared papers
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