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GitHub - jaromiru/AI-blog: Accompanying repository for Let's make a DQN / A3C series.
An intro to Advantage Actor Critic methods: let’s play Sonic the Hedgehog!
[https://medium.freecodecamp.org/an-intro-to-advantage-actor-critic-methods-lets-play-sonic-the-hedgehog-86d6240171d] - - public:stevetao
The Neural Network Zoo - The Asimov Institute
[http://www.asimovinstitute.org/neural-network-zoo/?utm_content=buffer607bd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer] - - public:stevetao
Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Big Data | H3ll0 Un1v3rse
[http://hellowuniverse.com/2017/09/15/cheat-sheets-for-ai-neural-networks-machine-learning-deep-learning-big-data/] - - public:stevetao
What are some of the seminal papers on deep learning? - Quora
TensorFlow Tutorial: Deep Learning for Beginner’s
CartPole v0 · openai/gym Wiki · GitHub
Free Book on Neural Network : Artificial Intelligence | Download free books legally
[https://www.topfreebooks.org/free-books-on-neural-network-artificial-intelligence/] - - public:stevetao
Free Computer Science eBooks Online : Artificial Intelligence | Download free books legally
[https://www.topfreebooks.org/free-computer-science-ebooks-online-artificial-intelligence/] - - public:stevetao
Gaussian Processes for Machine Learning: Contents
The Future of Machine Intelligence [Book]
[https://www.oreilly.com/library/view/the-future-of/9781492042334/?intcmp=il-data-free-lp-lgen_free_reports_page] - - public:stevetao
Machine Learning for Designers [Book]
Applied Machine Learning in Python with scikit-learn — scikit-learn tutorial v0.7+ documentation
Reinforcement Learning | IntechOpen
Machine Learning, Neural and Statistical Classification
Mark Watson: consultant specializing in artificial intelligence, machine, and natural language processing learningMark Watson: consultant specializing in artificial intelligence, machine, and natural language processing learning
A Course in Machine Learning
Machine Learning Yearning
Deep Learning
Bayesian Methods for Hackers
[http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/] - - public:stevetao
Understanding Machine Learning
Elements of Statistical Learning: data mining, inference, and prediction. 2nd Edition.
10 Free Must-Read Books for Machine Learning and Data Science
[https://www.kdnuggets.com/2017/04/10-free-must-read-books-machine-learning-data-science.html] - - public:stevetao
Dissecting Reinforcement Learning-Part.1
[https://mpatacchiola.github.io/blog/2016/12/09/dissecting-reinforcement-learning.html] - - public:stevetao
How to fix reinforcement learning
Reinforcement learning’s foundational flaw
Beyond DQN/A3C: A Survey in Advanced Reinforcement Learning
GitHub - ShangtongZhang/reinforcement-learning-an-introduction: Python Implementation of Reinforcement Learning: An Introduction
Develop Your First Neural Network in Python With Keras Step-By-Step
[https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/] - - public:stevetao
Design - Reinforcement Learning Coach Documentation
OpenAI Baselines: ACKTR & A2C
Actor-Critic Methods: A3C and A2C
What is Advantage Learning?
[http://www.cs.cmu.edu/afs/cs.cmu.edu/project/learn-43/lib/idauction2/.g/web/glossary/advantage.html] - - public:stevetao
Deep Reinforcement Learning with Online Generalized Advantage Estimation – Tom Breloff
CS 294 Deep Reinforcement Learning, Fall 2017
What is One Hot Encoding? Why And When do you have to use it?
[https://hackernoon.com/what-is-one-hot-encoding-why-and-when-do-you-have-to-use-it-e3c6186d008f] - - public:stevetao
Reinforcement Learning w/ Keras+OpenAI: The Basics – Yash Patel – Medium
[https://medium.com/@yashpatel_86510/reinforcement-learning-w-keras-openai-698add10b4eb] - - public:stevetao
Implementing New Environments — rllab 0.0.1 documentation
How does one create a custom environment utilising OpenAI's universe/gym libraries? - Quora
[https://www.quora.com/How-does-one-create-a-custom-environment-utilising-OpenAIs-universe-gym-libraries] - - public:stevetao
How to make environment · Issue #626 · openai/gym · GitHub
machine learning - Is it possible to create a new gym environment in OpenAI? - Stack Overflow
[https://stackoverflow.com/questions/45068568/is-it-possible-to-create-a-new-gym-environment-in-openai] - - public:stevetao
A Beginner's Guide to Deep Reinforcement Learning | Skymind
GitHub - MorvanZhou/Reinforcement-learning-with-tensorflow: Simple Reinforcement learning tutorials
Intuitive RL: Intro to Advantage-Actor-Critic (A2C)
[https://hackernoon.com/intuitive-rl-intro-to-advantage-actor-critic-a2c-4ff545978752] - - public:stevetao
Let’s make an A3C: Implementation | ヤロミル
Asynchronous Advantage Actor Critic (A3C) — Ray 0.5.2 documentation
Deep Reinforcement Learning: Playing CartPole through Asynchronous Advantage Actor Critic (A3C)…
[https://medium.com/tensorflow/deep-reinforcement-learning-playing-cartpole-through-asynchronous-advantage-actor-critic-a3c-7eab2eea5296] - - public:stevetao
Reinforcement learning with the A3C algorithm
Using Asynchronous Method For Deep Reinforcement Learning
[https://www.analyticsindiamag.com/using-asynchronous-method-for-deep-reinforcement-learning/] - - public:stevetao