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Mohammad Ghavamzadeh
Researcher Next ID · RN-000580
Professor · Computer Science
Berlin, Germany
Not currently recruitingFunding unknown
- Works count
- 228
- Citation count
- 8,242
- H-index
- 42
- i10-index
- 98
About
228 publications and 8,237 citations recorded on OpenAlex.
Research interests
Computer Science
Reinforcement Learning in Robotics
Advanced Bandit Algorithms Research
Machine Learning and Algorithms
Adaptive Dynamic Programming Control
Smart Grid Energy Management
Publications
A review of uncertainty quantification in deep learning: Techniques, applications and challenges
Information Fusion · 2021 · 10.1016/j.inffus.2021.05.008
Benchmarking Batch Deep Reinforcement Learning Algorithms
arXiv (Cornell University) · 2019 · 10.48550/arxiv.1910.01708
Lyapunov-based Safe Policy Optimization for Continuous Control
arXiv (Cornell University) · 2019 · 10.48550/arxiv.1901.10031
Natural actor–critic algorithms
Automatica · 2009 · 10.1016/j.automatica.2009.07.008
Incremental Natural Actor-Critic Algorithms
Journal · 2007
Current projects
No projects listed.