Shangtong Zhang

University of Alberta, University of Oxford

Papers

7

Total Citations

91

H-Index

5

About

No biography available yet.

Research Focus

Computer science7 · 91 citations
Artificial intelligence7 · 91 citations
Economics6 · 85 citations
Reinforcement learning6 · 85 citations
Mathematics5 · 67 citations
Mathematical optimization5 · 67 citations
Psychology4 · 62 citations
Value (mathematics)4 · 61 citations
Machine learning4 · 61 citations
Architecture3 · 55 citations
Bellman equation2 · 37 citations
Algorithm2 · 37 citations

Key Achievements

5
H-Index
7
Papers
91
Total Citations
13
Avg Citations/Paper
🏆 Most Cited Paper
DAC: The Double Actor-Critic Architecture for Learning Options
31 citations · 2019
📈 Most Prolific Year: 2019 (3 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
    Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning
    5 citations · 2020
  7. 7
    QUOTA: The Quantile Option Architecture for Reinforcement Learning
    4 citations · 2018

Key Collaborators

SWShimon Whiteson5 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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