ProjectsProject Details

Advanced Framework For Deep Reinforcement Learning

Project ID: 2969-1-15
Year: 2015
Student/s: Shai Rozenberg, Nadav Bhonker
Supervisor/s: Itay Hubara

This project is based on previous work done by Google Deep Mind, in which reinforcement learning was used in order to teach a computer to play computer games on an Atari 2600 game console, which was popular in the 70s and 80s.
In our project, we build a more advanced learning environment thus supporting a more advanced game console, Super Nintendo Entertainment System (SNES), and by so more complex and stochastic computer games and with the proper modifications to the algorithm, improve the human-like behavior and decision process of the computer.

Poster for Advanced Framework For Deep Reinforcement Learning