Mohammad Ghavamzadeh

University of Alberta, Adobe Systems (United States), Meta (Israel)

Papers

5

Total Citations

428

H-Index

5

About

No biography available yet.

Research Focus

Computer science5 · 428 citations
Artificial intelligence5 · 428 citations
Reinforcement learning4 · 416 citations
Mathematics3 · 243 citations
Mathematical optimization3 · 243 citations
Markov process2 · 231 citations
Set (abstract data type)2 · 231 citations
Lyapunov function2 · 231 citations
Markov decision process2 · 231 citations
Constraint satisfaction2 · 165 citations
Constraint (computer-aided design)2 · 165 citations
Algorithm2 · 165 citations

Key Achievements

5
H-Index
5
Papers
428
Total Citations
86
Avg Citations/Paper
🏆 Most Cited Paper
Lyapunov-based Safe Policy Optimization for Continuous Control
153 citations · 2019
📈 Most Prolific Year: 2019 (1 Papers)
🤝 Key Collaborators: 9
🏛 Institutions: University of Alberta, Adobe Systems (United States), Meta (Israel)

Top Papers

  1. 1
    Lyapunov-based Safe Policy Optimization for Continuous Control
    153 citations · 2019
  2. 2
    Hierarchical multi-agent reinforcement learning
    129 citations · 2006
  3. 3
    A Lyapunov-based Approach to Safe Reinforcement Learning
    78 citations · 2018
  4. 4
    Hierarchical Multiagent Reinforcement Learning
    56 citations · 2004
  5. 5
    Improved Algorithms for Conservative Exploration in Bandits
    12 citations · 2020

Key Collaborators

ONOfir Nachum2 shared papersEAEdgar A. Duéñez‐Guzmán2 shared papersYCYinlam Chow2 shared papersSMSridhar Mahadevan2 shared papersAFAleksandra Faust1 shared papersMPMatteo Pirotta1 shared papersALAlessandro Lazaric1 shared papersEGEvrard Garcelon1 shared papersRMRajbala Makar1 shared papers
Not generated yet