Ido Greenberg

Ido Greenberg is a Senior Research Scientist at NVIDIA's AI Research Lab located in Tel Aviv, Israel. His work primarily focuses on reinforcement learning (RL) and aims to bridge the gap between theoretical advancements in RL and their practical applications in real-world scenarios.12

Educational Background

Ido holds a PhD in Electrical Engineering from the Technion - Israel Institute of Technology, where he is also currently a PhD student specializing in reinforcement learning research. He completed his MSc in Applied Mathematics at Tel Aviv University, graduating with honors, and earned his BSc in Mathematics and Physics from The Hebrew University of Jerusalem, as part of the prestigious Talpiot program.124

Professional Experience

Before joining NVIDIA, Ido gained valuable experience through various roles:

• Research Intern at NVIDIA (2022) and currently since 2023.
• Research Intern at Google (2021-2022).
• Data Scientist at Istra Research Ltd. (2017-2020).
• He has also worked in operations research and security research roles earlier in his career.24

Research Contributions

Ido has made significant contributions to the fields of reinforcement learning and deep learning, with several publications to his name. His research includes topics such as risk-averse reinforcement learning and dynamic planning in dialogue systems.3 He has been recognized for his work with awards such as the Vatat Prize for Multidisciplinary Research and multiple scholarships for academic excellence from Technion.24

Skills and Interests

Ido is proficient in both English and Hebrew, with a strong foundation in algorithms, data science, and mathematical modeling. His passion lies in advancing machine intelligence and deep neural networks, aiming to apply his research to tackle complex challenges.45