Yonathan Efroni
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Data Stream Mining Techniques, Topic Modeling
Most-Cited Works
- → Action Robust Reinforcement Learning and Applications in Continuous Control(2019)65 cited
- → Exploration-Exploitation in Constrained MDPs(2020)31 cited
- → Mirror Descent Policy Optimization(2020)24 cited
- Optimistic Policy Optimization with Bandit Feedback(2020)
- → Topological Transitions and Fractional Charges Induced by Strain and a Magnetic Field in Carbon Nanotubes(2017)17 cited
- Multiple-Step Greedy Policies in Approximate and Online Reinforcement Learning(2018)
- → Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs(2020)15 cited
- → How to Combine Tree-Search Methods in Reinforcement Learning(2019)14 cited
- → Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies(2019)12 cited