Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focu…
Python
Updated Jan 23, 2019
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Unity Machine Learning Agents Toolkit
C#
Updated Mar 22, 2019
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Python
Updated Nov 6, 2018
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Jupyter Notebook
Updated Mar 21, 2019
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from…
Updated Feb 28, 2019
A course in reinforcement learning in the wild
Jupyter Notebook
Updated Mar 20, 2019
Learn Deep Reinforcement Learning in Depth in 60 days
Jupyter Notebook
Updated Dec 19, 2018
Open-source simulator for autonomous driving research.
Tensorforce: A TensorFlow library for applied reinforcement learning
Python
Updated Mar 4, 2019
Minimal and Clean Reinforcement Learning Examples
Python
Updated Dec 25, 2018
Repo for the Deep Reinforcement Learning Nanodegree program
Jupyter Notebook
Updated Mar 11, 2019
Summaries of machine learning papers
Updated Oct 1, 2018
TensorFlow implementation of Deep Reinforcement Learning papers
Python
Updated Jun 4, 2018
Implementations from the free course Deep Reinforcement Learning with Tensorflow
Jupyter Notebook
Updated Mar 19, 2019
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region met…
Modularized Implementation of Deep RL Algorithms in PyTorch
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
JavaScript
Updated Jan 8, 2019
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Python
Updated Nov 13, 2018
Artificial intelligence for the Snake game.
Python
Updated Dec 15, 2018
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Jupyter Notebook
Updated Feb 20, 2019
Top 200 deep learning Github repositories sorted by the number of stars.
Python
Updated Sep 8, 2018
TensorFlow and Deep Learning Tutorials
Updated Feb 26, 2018
Rainbow: Combining Improvements in Deep Reinforcement Learning
Python
Updated Feb 19, 2019
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Python
Updated Sep 4, 2018
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
Python
Updated Mar 18, 2019
Deep Reinforcement Learning with pytorch & visdom
Python
Updated Feb 20, 2018
Reinforcement learning environments with musculoskeletal models
Python
Updated Jan 30, 2019
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement…
Python
Updated Mar 20, 2019
StarCraft II - pysc2 Deep Reinforcement Learning Examples
Python
Updated Feb 7, 2019
