Resource of free step by step video how to guides to get you started with machine learning.
Tuesday, December 22, 2020
Python Snake AI Tutorial - Reinforcement Learning - Creating The Agent (PyTorch + Pygame)
In this Python Reinforcement Learning Tutorial series we teach an AI to play Snake! We build everything from scratch using Pygame and PyTorch. In this second part we setup the environment and implement the Snake game. 🪁 Code faster with Kite, AI-powered autocomplete that integrates into VS Code! https://www.kite.com/get-kite/?utm_medium=referral&utm_source=youtube&utm_campaign=pythonengineer&utm_content=description-only 🚀🚀 Get monthly Python and ML Tips: https://www.python-engineer.com/newsletter/ 🚀🚀 SUPPORT ME ON PATREON: https://www.patreon.com/patrickloeber If you enjoyed this video, please subscribe to the channel! Other helpful tutorials: Part 1: https://youtu.be/PJl4iabBEz0 Anaconda Tutorial: https://youtu.be/9nEh-OXVaNI Snake Pygame: https://youtu.be/--nsd2ZeYvs Code: https://github.com/python-engineer/snake-ai-pytorch Python Deque: https://docs.python.org/3/library/collections.html#collections.deque More Resources about Deep Q Learning: https://www.freecodecamp.org/news/diving-deeper-into-reinforcement-learning-with-q-learning-c18d0db58efe/ https://www.freecodecamp.org/news/an-introduction-to-deep-q-learning-lets-play-doom-54d02d8017d8/ https://towardsdatascience.com/how-to-teach-an-ai-to-play-games-deep-reinforcement-learning-28f9b920440a You can find me here: Website: https://www.python-engineer.com Twitter: https://twitter.com/python_engineer GitHub: https://github.com/python-engineer Music: https://www.bensound.com/ #Python
Subscribe to:
Post Comments (Atom)
-
Using GPUs in TensorFlow, TensorBoard in notebooks, finding new datasets, & more! (#AskTensorFlow) [Collection] In a special live ep...
-
JavaやC++で作成された具体的なルールに従って動く従来のプログラムと違い、機械学習はデータからルール自体を推測するシステムです。機械学習は具体的にどのようなコードで構成されているでしょうか? 機械学習ゼロからヒーローへの第一部ではそのような疑問に応えるため、ガイドのチャー...
-
#deeplearning #noether #symmetries This video includes an interview with first author Ferran Alet! Encoding inductive biases has been a lo...
-
How to Do PS2 Filter (Tiktok PS2 Filter Tutorial), AI tiktok filter Create your own PS2 Filter photos with this simple guide! 🎮📸 Please...
-
#ai #attention #transformer #deeplearning Transformers are famous for two things: Their superior performance and their insane requirements...
-
K Nearest Neighbors Application - Practical Machine Learning Tutorial with Python p.14 [Collection] In the last part we introduced Class...
-
Machine Learning in Python using Visual Studio | Getting Started Python is a popular programming language. It was created by Guido van Ross...
-
We Talked To Sophia — The AI Robot That Once Said It Would 'Destroy Humans' [Collection] This AI robot once said it wanted to de...
-
Programming R Squared - Practical Machine Learning Tutorial with Python p.11 [Collection] Now that we know what we're looking for, l...
-
#minecraft #neuralnetwork #backpropagation I built an analog neural network in vanilla Minecraft without any mods or command blocks. The n...
No comments:
Post a Comment