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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Hands-on reinforcement learning course – part 2 – q-learning

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 learning, which takes you from zero to HERO 🦸‍♂️. Today we will learn about Q-learning, a classic RL algorithm born in the 90s. If you missed part 1, please read it to …

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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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