Mohammad Ghavamzadeh
Amazon (Germany)(DE)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Adaptive Dynamic Programming Control, Smart Grid Energy Management
Most-Cited Works
- → A review of uncertainty quantification in deep learning: Techniques, applications and challenges(2021)2,293 cited
- → Natural actor–critic algorithms(2009)565 cited
- → Benchmarking Batch Deep Reinforcement Learning Algorithms(2019)160 cited
- Incremental Natural Actor-Critic Algorithms(2007)
- → Lyapunov-based Safe Policy Optimization for Continuous Control(2019)152 cited
- → Hierarchical multi-agent reinforcement learning(2001)152 cited
- → High-Confidence Off-Policy Evaluation(2015)142 cited
- Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence(2013)
- Regularized Policy Iteration(2008)