Satinder Singh

Massachusetts Institute of Technology, AT&T (United States)

Papers

3

Total Citations

134

H-Index

3

About

No biography available yet.

Research Focus

Computer science3 · 134 citations
Artificial intelligence3 · 134 citations
Markov decision process2 · 114 citations
Mathematics2 · 114 citations
Markov process2 · 114 citations
Mathematical optimization2 · 114 citations
Reinforcement learning2 · 100 citations
Optimal control1 · 80 citations
Limit (mathematics)1 · 80 citations
Q-learning1 · 80 citations
Mathematical economics1 · 80 citations
Stochastic game1 · 80 citations

Key Achievements

3
H-Index
3
Papers
134
Total Citations
45
Avg Citations/Paper
🏆 Most Cited Paper
Reinforcement learning algorithms for average-payoff markovian decision processes
80 citations · 1994
📈 Most Prolific Year: 1994 (1 Papers)
🤝 Key Collaborators: 4
🏛 Institutions: Massachusetts Institute of Technology, AT&T (United States)

Top Papers

  1. 1
    Reinforcement learning algorithms for average-payoff markovian decision processes
    80 citations · 1994
  2. 2
    Improved Switching among Temporally Abstract Actions
    34 citations · 1998
  3. 3
    Reinforcement learning of hierarchical skills on the sony aibo robot
    20 citations · 2005

Key Collaborators

RSRichard S. Sutton1 shared papersDPDoina Precup1 shared papersVDVishal Dineshkumar Soni1 shared papersBRBalaraman Ravindran1 shared papers
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