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a.i.gar

An extension to the Bachelor Project of Nil Stolt Ansó and Anton Wiehe. We compare different reinforcement learning algorithms on different architectures and environments..

artificial_curiosity

Research repository for my Master thesis on Adversarial curiosity

cmr_intensity_3dmoco

We propose a method to mitigate the effect of inter-slice motion in CMR images for all SA and LA slices simultaneously by optimizing the 3D rotation and translation parameters on sampled intensities along slice intersections.

coordinate_hashtable

Algorithm to split cartesian coordinate system into buckets, where objects can be stored and retrieved based on their coordinates and size.

curiosity_without_rewards

Training a policy for exploration using world model error gradients.

deep_learning_2019

Lab assignments for the Deep Learning course at the University of Amsterdam, April-May 2019

implicit_segmentation

large-scale-curiosity

Code for the paper "Large-Scale Study of Curiosity-Driven Learning"

ml1

niloide.github.io

peregrine_mp_test

A set of tests to find out how to optimally design Python parallelization using the multiprocessing module for Peregrine cluster jobs.

qualitative_reasoner

A universal qualitative reasoner program created by Nil Stolt Ansó and Francesco Dal Canton

rl_rubik_cube_solver

My attempts at making a Rubik's cube solver (of arbitrary size) using reinforcment learning (RL) and graph neural networks (GNNs).

stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation

stylegan3

Official PyTorch implementation of StyleGAN3