paulovmdutra's repositories
Algorithms
A collection of algorithms and data structures
AprendizadoMaquina
Notebooks usados na disciplina de Aprendizado de Máquina
Data-Structures
Algorithmic Problems Solutions -- hash table code featured in geeksforgeeks
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
Edgar-DotNet
Configurable procedural layout generator
Edgar-Unity
Unity Procedural Level Generator
engineering_design_by_artificial_intelligence
Combining artificial intelligence and engineering design
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
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
meta_gradient_RL
Implementation of NeurIPS 2018 paper "Meta-Gradient Reinforcement Learning"
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
reinforcement-learning
Minimal and Clean Reinforcement Learning Examples
reinforcement-learning-1
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
reinforcement-learning-kr-v2
[파이썬과 케라스로 배우는 강화학습] 텐서플로우 2.0 개정판 예제
RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
slimevolleygym
A simple OpenAI Gym environment for single and multi-agent reinforcement learning
SpelunkyClassicHD
A modified version of Derek Yu's game Spelunky Classic.
t319_aprendizado_de_maquina
Introdução ao aprendizado de máquina
WaveFunctionCollapse
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
WorldGeneration
Generating Interactive Fiction worlds from story plots
Youtube-Code-Repository
Repository for most of the code from my YouTube channel