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ML (Tutorial (Siraj Raval (Q-learning explained, How to Beat Pong Using…
ML
Tutorial
Siraj Raval
Q-learning explained
How to Beat Pong Using Policy Gradients (LIVE)
The Math of Intelligence
Learn Machine Learning
Keras as a simplified interface to TensorFlow: tutorial
Reinforcement Learning w/ Keras+OpenAI: The Basics
Learning Reinforcement Learning (with Code, Exercises and Solutions)
https://www.coursera.org/learn/mathematical-thinking/home/welcome
https://www.youtube.com/watch?v=xvRrgxcpaHY
https://towardsdatascience.com/introduction-to-various-reinforcement-learning-algorithms-part-ii-trpo-ppo-87f2c5919bb9
keras rest api
https://medium.com/cityai/a-sit-down-with-danny-lange-the-creator-of-ml-systems-at-some-of-the-worlds-leading-tech-da7cd6c9dd1d
https://www.youtube.com/watch?v=KtQFAU6eeT8
https://unity3d.com/how-to/unity-machine-learning-agents
https://blogs.unity3d.com/2018/05/24/imitation-learning-in-unity-the-workflow/
https://www.youtube.com/watch?v=FXFrwvV60N4
https://www.youtube.com/watch?v=1d95zjPfnSs
https://blogs.unity3d.com/category/machine-learning/
Course
RL Course by David Silver - Lecture 1: Introduction to Reinforcement Learning
https://www.coursera.org/specializations/aml
https://www.reddit.com/r/MachineLearning/
https://classroom.udacity.com/me
https://experiments.withgoogle.com/collection/ai
https://blog.moquality.com/testing-games-on-android-18c1f040a94a
http://www.rage.net/~greg/2016-07-05-ActorCritic-with-OpenAI-Gym.html
image detection
Box Detector
SSD
Yolo
Multibox
R-CNN
R-FCN
feature extractor
Inception
VGG
ResNet
MobileNet
ressources
Facebook detectron