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Reinforcement Learning

Developing state of the art deep reinforcement learning algorithms from theory to practice to real life applications.

AI

Advancing multidisciplinary fields in artifical intelligence, from causal inference, to reinforcement learning, through natural language.

Game Design

Design and execution of indie games. Developed three PC and one mobile game to date. Latest released game: Barrel Cats (www.barrelcats.com)

Work Experience

Research Scientist @ Google since 2022

2022 - Today (Google)
Research Scientist

Advancing state of the art research in ecosystems, recommender systems, and reinforcement learning.

2014-2022 (Microsoft, Amazon, Nvidia)
Research Internships

Work in development of state of the art research in reinforcemetn learning and natural language understanding.

2018 - 2020 (Elbit Systems)
Consultant

Providing and implementing reinforcement learning solutions for autonomous AI technlogies

Highlights

Recent publication highlights

RL with a Terminator

NeurIPS 2022

Arxiv

OPE in POMDPs

AAAI 2020

Arxiv

Delphic Offline RL

Neurips 2023

Arxiv

Representation-Driven RL

Neurips 2022

Arxiv

Confounders in Imitation Learning

ICLR 2022

Arxiv

Ranking with Popularity Bias

Neurips 2023

Arxiv

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