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federicozanini's Projects

dqn_atari_pong icon dqn_atari_pong

This work is about creating a DQN agent, able to learn and well perform in the Atari2600 Pong, using Reinfrocement Learning and Deep Q-Network. The code is developed on a jupyter notebook in python while the game environment is provided by OpenAi called "OpenAi Gym".

squad icon squad

This repository contains the final project of my NLP course. It aimed to create a question-answering system that, given a paragraph and a question regarding it, provides a single answer, which is obtained by selecting a span of text from the paragraph itself. The dataset was SQuAD (Stanford Question Answering Dataset) which contains 100,000+ question-answer pairs on 500+ articles.

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