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Nils J. Nilsson Home Page
Common Lisp: A Gentle Introduction to Symbolic Computation
Clever Algorithms: Nature-Inspired Programming Recipes | Table of Contents
[http://www.cleveralgorithms.com/nature-inspired/index.html] - - public:stevetao
Clever Algorithms: Nature-Inspired Programming Recipes
Essentials of Metaheuristics
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
Simply Logical
A Course in Machine Learning
20 free books to get started with Artificial Intelligence
[https://bigdata-madesimple.com/20-free-books-to-get-started-with-artificial-intelligence/] - - public:stevetao
Are you searching for some best books to get acquainted with the basics of AI? Here is a list of 20 free books on Artificial Intelligence.
Artificial Intelligence: A Modern Approach
Machine Learning Yearning
Deep Learning
Mining of Massive Datasets
The Ancient Art of the Numerati
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
A (Very) Brief History of Artificial Intelligence | AI Magazine
Lasse Schultebraucks | Homepage and Blog
[https://lasseschultebraucks.com/ai/machine%20learning/2017/12/17/a-short-history-of-artificial-intelligence.html] - - public:stevetao
พัฒนารากฐานการศึกษา สู่การพัฒนากำลังคนตอบโจทย์อนาคต – สมาคมปัญญาประดิษฐ์ประเทศไทย
[https://aiat.or.th/edu-develop-hr/?fbclid=IwAR1ylYxyi31wJqb_hY8lRoUctNOB9BCO6zxsmiym6E_8TB-tZDNdk7MN8mE] - - 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
(117) Computer Vision: Crash Course Computer Science #35 - YouTube
Robot Vision vs Computer Vision: What's the Difference?
Beyond DQN/A3C: A Survey in Advanced Reinforcement Learning
GitHub - ShangtongZhang/reinforcement-learning-an-introduction: Python Implementation of Reinforcement Learning: An Introduction
The Next Wave | Issue 22 | No. 1 | 2018 | Machine Learning - TNW-22-1.pdf
[https://www.nsa.gov/resources/everyone/digital-media-center/publications/the-next-wave/assets/files/TNW-22-1.pdf] - - public:xxx
Machine learning by the NSA
Deep Learning Reinvents the Hearing Aid - IEEE Spectrum
[http://spectrum.ieee.org/consumer-electronics/audiovideo/deep-learning-reinvents-the-hearing-aid] - - public:sam642
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