Deep q learning – hands-on RL course – part 5

Ready to implement a kick-ass deep q learning agent from scratch? Let’s get deeper! 🙏 Jeremy Bishop from Pexels for this beautiful image. Welcome to my reinforcement learning course ❤️ This is part 5 of the Hands-on Course on Reinforcement Learning, which takes you from zero to HERO 🦸‍♂️. Introduction to Reinforcement Learning Tabular Q-learning Tabular SARSA Linear …

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Parametric q learning – hands-on RL course – part 4

Ready to build your first agent using parametric q learning? Credits for this beautiful picture go to Yogendra Singh ❤️ Welcome to my reinforcement learning course ❤️ This is part 4 of the Hands-on Course on Reinforcement Learning, which takes you from zero to HERO 🦸‍♂️. Introduction to Reinforcement Learning Tabular Q-learning Tabular SARSA Parameteric Q learning (today) …

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hands-on reinforcement learning course – part 3 – SARSA

Welcome to my reinforcement learning course ❤️ This is part 3 of my hands-on course on reinforcement learning, which takes you from zero to HERO 🦸‍♂️. Today we will learn about SARSA, a powerful RL algorithm. We are still at the beginning of the journey, solving relatively easy problems. In part 2 we implemented discrete Q-learning …

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Q-learning – Hands-on RL course – Part 2

Q-learning (by Chris Walkins 🧠 and Peter Dayan 🧠) is an algorithm to find the optimal q-value function. It is a fundamental algorithm, that lies behind the impressive achievements of RL In the last 10 years. Venice’s taxis 👆 by Helena Jankovičová Kováčová from Pexels 🙏 Welcome to my reinforcement learning course ❤️ This is part 2 of my hands-on course on reinforcement …

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Hands-on reinforcement learning course – part 1

Welcome to my reinforcement learning course! ❤️ Let’s walk this beautiful path from the fundamentals to cutting edge reinforcement learning (RL), step-by-step, with coding examples and tutorials in Python, together! This first part covers the bare minimum concept and theory you need to embark on this journey. Then, in each following chapter, we will solve …

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How to solve Machine learning problems in the real world

You want to become a professional machine learning engineer? Tempted to take (yet another) online course on ML to land that first job? Online courses on Machine Learning and Kaggle-style competitions are great resources to learn the fundamentals of machine learning. However, the daily job of a machine learning engineer requires an additional layer of …

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