djbyrne Goto Github PK

abalone

Abalone game developed in Java with Javafx library

acme

A library of reinforcement learning components and agents

adventures_in_cuda

ai-blog

Accompanying repository for Let's make a DQN / A3C series.

ai_hack_nia

Nia is nutrition app using object classification and detection to gives users nutritional information about their meals and if the portion size is correct

analytics-android

The hassle-free way to add analytics to your Android app.

awesome-prompt-engineering

repo containing useful prompt engineering templates that I use for coding, research and productivity

basicann

This is a demo of a basic artificial neural network developed with the Keras Library

cartpole_qtables

Solution to cart pole environment using basic Q tables

cartpole_randomsearch

This is a simple solution to the cart pole environment provided by OpenAi

cat_dog_classifier

This is a simple CNN made with keras to classify images of dogs and cats

cnn-on-the-cloud-

Code used to build an image classifier for the Fashion MNIST dataset. Built using the Keras library and trained on the FloydHub cloud platform

core_rl

Repo of core reinforcement learning algorithms and explanations using pytorch lightning

ddpg_reacher

Experiment to implement the DDPG algorithm to train a mechanical arm to reach for a moving target inside the unity ML-Agents virtual environment

ddqn_navigation

This is my submission for the Udacity navigation project in the Deep Reinforcement Learning Nano Degree

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

djbyrne.github.io

Personal blog

dm-haiku

JAX-based neural network library

dqn_tensorflow

A jupyter notebook implementing the DQN model in VizDoom

flappybird-spritebuilder

flappybirdrl

A reinforcement learning environment based on the mobile game "Flappy Bird" built using the Unity ml-agents framework

font

gameoflifetemplate-spritebuilder

gameoflifetutorial.spritebuilder

halite-iii

Season 3 of @twosigma's artificial intelligence programming challenge

imdb_review_classifier

This is a basic sentiment analysis classifier for movie reviews based off the IMDB reviews dataset. The classifier is built with the Keras library using an LSTM layer

jarvis

jumanji

A diverse suite of scalable reinforcement learning environments in JAX

landing-a-rocket-with-simple-reinforcement-learning

This repo gives an example of using a simple method of reinforcement learning to beat the Lunar Lander environment. The agent uses a combination of CEM and neural networks using the pytorch library.

league-of-legends-matchid-dataset-v1.0