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aidungeon

Infinite adventures await!

algorithms

A collection of algorithms and data structures

aprendizadomaquina

Notebooks usados na disciplina de Aprendizado de Máquina

author-prediction

A supervised learning method using word-level Markov model of language to identify the author of a given piece of text when provided other (unseen) works by several authors

carla-rl

Reinforcement Learning codebase for self-driving car in Carla

carteiradeclientes

cec2013

2013 IEEE CEC Competition on Niching Methods for Multimodal Optimization

cec2013lsgo

Package for using CEC'2013 Large Scale Global Optimization benchmark in Python, this benchmark is used also in CEC'2014 and in CEC'2015

classiccomputerscienceproblemsinpython

Source Code for the Book Classic Computer Science Problems in Python

coinrun

Code for the paper "Quantifying Transfer in Reinforcement Learning"

cursods_profdanilo

Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube

dadoware

Brazilian-Portuguese word list and instructions booklet for Diceware

data-structures

Algorithmic Problems Solutions -- hash table code featured in geeksforgeeks

databook_python

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

diversity_algorithms

dungeon

edgar-dotnet

Configurable procedural layout generator

edgar-unity

Unity Procedural Level Generator

engineering_design_by_artificial_intelligence

Combining artificial intelligence and engineering design

evolutionaryalgorithms

Simple framework for evolutionary algorithms

exemplovolley

generativeplayingnetworks

Research Into Learning to Generate Game Levels through Play

gym-hanoi

A Towers of Hanoi environment in OpenAI Gym Style

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

gym-miniworld

MiniWorld: Minimalistic 3D Environment for RL & Robotics Research

gym-sokoban

Sokoban environment for OpenAI Gym

infinite-mario-bros

A more compatible version of Infinite Mario

inverse-reinforcement-learning

Implementations of selected inverse reinforcement learning algorithms.

level-generator

An implementation and evaluation of biologically inspired techniques in game level generation. Honours project for the Games Development course.