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Mateus Gonçalves 's Projects

agents icon agents

My own development of Reinforcement Learning methods using Pytorch

applying_eanns icon applying_eanns

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

atari icon atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

cci icon cci

Cracking the coding interview --> my resolutions

coach icon coach

Reinforcement Learning Coach by Intel® AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

cocktail_party_nn icon cocktail_party_nn

Reproduction of the paper{ Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network}

compilers-cin icon compilers-cin

Teaching material for introduction to compilers course at UFPE

deep-karaoke icon deep-karaoke

Machine Learning model for creating karaoke music (stripping out vocals)

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

digits icon digits

Deep Learning GPU Training System

dln icon dln

low-light image enhancement

dln-jax icon dln-jax

"Lighting Network for Low-Light Image Enhancement" implementation on with jax/flax

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

hfo icon hfo

Half Field Offense in Robocup 2D Soccer

horizon icon horizon

A platform for Applied Reinforcement Learning (Applied RL)

iai icon iai

Estudos sobre agentes inteligentes

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