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Department of Electrical Engineering
Control Robotics and Machine Learning Lab
Technion - Israel Institute of Technology
המעבדה לבקרה רובוטיקה ולמידה חישובית

Selected Projects

A Deep Hierarchical Approach to Lifelong Learning in Minecraft

Chen Tessler, Shahar Givony

[Paper] [WebPage]

Accepted to AAAI 2017.

Awarded 1st place in the Kasher faculty project competition.

Unsupervised Domain Adaptation for Human Movement

Alexander Tsvetkov, Amro Abu-Saleh

Distributed Q-learning with Gittins Prioritization

Jhonathan Osin and Naama Pearl

[Paper] 

 

Transfer Learning in DQN using weighted layers copying

Eitan Ziv, Gal Shachaf

Playing RoboCup with Deep Reinforcement Learning

Orr Krupnik, Yona Cohen

Robustness of Stochastic Deep Networks

Alexander Sivak

[Paper] [Web page] 

Accepted to ICLR 2018 workshop.

Learning How Not to Act in Text-based Games

Matan Haroush

[Paper] [Web page] 

Accepted to ICLR 2018 workshop.

Multi-level DQN

Itay Golan, Saar Barkai

[Project Report] [Web page] 

Awarded CRML laboratory project excellence prize.

Deep Reinforcement Learning from Experience Replay

Alon Magrafta, Tal Zadik

Using Options to Improve Learning in DQN

Dorin Drachsler, Kfir Goldberg

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Supervisors: Tom Zahavy and Chen Tessler,

The Computational learning lab, academic supervision of Prof. Shie Mannor. 

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