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Tuomas Oikarinen's Projects

efficient_net icon efficient_net

Modifying the efficientnet implementation from https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet to make it run locally on a given dataset.

radial_rl icon radial_rl

Code used in our paper "Robust Deep Reinforment Learning through Adversarial Loss"

radial_rl_v2 icon radial_rl_v2

This repository contains the official code for our NeurIPS 2021 publication "Robust Deep Reinforcement Learning through Adversarial Loss​"

sc2le-implementation icon sc2le-implementation

An implementation of the fully convolutional agent for playing minigames in the Starcraft 2 learning environment introduced in https://arxiv.org/abs/1708.04782.

train_mnist_fast icon train_mnist_fast

How to train a CNN to 99% accuracy on MNIST in less than a second on a laptop

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