arayabrain/GenerativeControl

Stars
15
Rank 1,363,701 (Top 27 %)
Language
Python
Created over 7 years ago
Updated over 7 years ago

arayabrain/GenerativeControl

arayabrain

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Code for a generative controller for the AI Gym cartpole task

RecurrentAutoencoder

Sample code for generative recurrent autoencoders.

Jupyter Notebook

space-engineers-ai-spaceship-generator

Research code for the Space Engineers AI Spaceship Generator project.

FewshotClassifier

Code for the blog post on few-shot classification via task representation and communication.

Jupyter Notebook

ClassifierGenerators

Supporting code for the paper 'Learning to generate classifiers'.

PermutationalNetworks

Code for our paper on dynamics prediction using permutation-equivariant neural networks. The base of the repository contains an implementation of a drop-in Lasagne layer, and the subdirectories contain specific experiments from the paper.

AffordanceMapping

Jupyter Notebook

SimplestGANBlogpostCode

Code for the blog post on GAN stability

Jupyter Notebook

QuestionDrivenNovelty

Supporting code for the paper 'Being curious about the answers to questions: novelty search with learned attention'

Jupyter Notebook

BinarySearchLSTM

Code for the experiment using reinforcement learning and LSTM networks to learn binary search.

neural-coarse-graining

Reference implementation of the neural coarse-graining algorithm in Python/Theano/Lasagne.

Simple-GAN-Example

Example code to implement a 2D generative adversarial network in Lasagne.

Jupyter Notebook

demtutorial

Jupyter Notebook

multimodal-global-workspace-agent

Jupyter Notebook

OptimizerComparisons

Some experiments comparing different optimizers.

Jupyter Notebook

ELSIWinterSchool

Machine learning examples for ELSI Winter School

Jupyter Notebook