deep-learning deep-reinforcement-learning neural-network reinforcement reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-environments reinforcement-learning-excercises reinforcement-learning-tutorials

✨ Curated Reinforcement Learning Resources 🚀

Reinforcement learning is an exciting area of machine learning that focuses on training agents to make decisions based on feedback from their environment. It has been successfully applied in a wide range of fields, from game development to robotics and finance. With reinforcement learning, agents can learn to optimize their behavior and achieve complex goals through trial and error, just like humans do.

This is a curated list of resources to learn reinforcement learning. The list includes courses, tutorials, and videos from various providers.

Course Title	Source	Type	Difficulty	URL
RL Course by David Silver	DeepMind	Video	💚💚💚	YouTube
CS 285 - University of California, Berkeley - Deep Reinforcement Learning	UC Berkeley	Video	💚💚💚	YouTube
Deep RL Bootcamp University of California, Berkeley	UC Berkeley	Video	💚💚💚	Website
Reinforcement Learning Course by DeepMind x University College London	UCL	Video	💚💚💚	YouTube
Spinning Up in Deep RL	OpenAI	Tutorial	💚💚🤍	Website
Reinforcement Learning Specialization	Coursera	Video	💚💚🤍	Website
Stanford Online CS234: Reinforcement Learning	Stanford	Video	💚💚🤍	YouTube
Reinforcement Learning Series	deeplizard	Video	💚💚🤍	YouTube
Reinforcement Learning with Python	Great Learning - BYJU'S	Tutorial	💚🤍🤍	Website
Reinforcement Learning Course: Intro to Advanced Actor Critic Methods	freeCodeCamp	Video	💚💚🤍	YouTube
Reinforcement Learning	Udacity	Video	💚🤍🤍	Website
Deep Reinforcement Learning Course by Hugging Face	Hugging Face	Video	💚💚🤍	Website
Unsupervised Learning, Recommenders, Reinforcement Learning	Andrew Ng on Coursera	Video	💚💚💚	Website
Reinforcement Learning for Gaming	Nicholas Renotte	Video	💚💚🤍	YouTube
Deep Reinforcement Learning in Python Tutorial - A Course on How to Implement Deep Learning Papers	freeCodeCamp	Tutorial	💚💚🤍	YouTube
Reinforcement Learning Course	freeCodeCamp	Video	💚🤍🤍	YouTube

Use these resources to learn reinforcement learning and build intelligent agents that can learn from experience. Happy learning!

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✨ Credits

Azmine Toushik Wasi

About

Reinforcement learning is a machine learning technique where agents learn to make optimal decisions by maximizing reward signals through interactions with environment. This repository provides a curated list of resources for learning reinforcement learning, including courses, & tutorials from various providers.

deep-learning deep-reinforcement-learning neural-network reinforcement reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-environments reinforcement-learning-excercises reinforcement-learning-tutorials

MIT License