Scholar
Alon Cohen
Google Scholar ID: shoYR_AAAAAJ
Tel-Aviv University and Google
Citations & Impact
Citations
1,535
H-index
15
i10-index
18
Publications
20
Co-authors
39
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Online Markov Decision Processes with Aggregate Bandit Feedback, 2021
- Unknown mixing times in apprenticeship and reinforcement learning, UAI, 2020
- Near-optimal Regret Bounds for Stochastic Shortest Path, ICML, 2020
- Logarithmic regret for learning linear quadratic regulators efficiently, ICML, 2020
- Apprenticeship Learning via Frank-Wolfe, AAAI, 2020
- Learning to Screen, NeurIPS, 2019
- Learning Linear-Quadratic Regulators Efficiently with only √T Regret, ICML, 2019
- Online Linear Quadratic Control, ICML, 2018
- Planning and Learning with Stochastic Action Sets, IJCAI, 2018
- Tight Bounds for Bandit Combinatorial Optimization, COLT, 2017
- Online Learning with Feedback Graphs Without the Graphs, ICML, 2016
- Following the Perturbed Leader for Online Structured Learning, ICML, 2015
Research Experience
- Senior lecturer at the School of Electrical Engineering - Systems at Tel-Aviv University; Researcher at Google Research Tel-Aviv.
Education
- PhD in Machine Learning from the Faculty of IE&M at the Technion, supervised by Prof. Tamir Hazan.
Background
- Research interests include statistical learning, online learning, and decision-making under uncertainty, with a particular focus on the intersection between online learning and reinforcement learning.
Miscellany
- Contact Information: dr.alon.cohen@gmail.com, aloncohen@google.com, Address: Yigal Alon 98, Tel-Aviv
