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        <description>Zero-to-Hero - Deep Learning for Computer Vision

Artificial Intelligence is becoming ubiquitous, and has recently been massively popularized to the layperson through general models such as DALL-E for image generation and ChatGPT for dialog comprehension. Undergraduate students are becoming eager to try out projects in this field, but lack the training required to understand the underlying mechanisms of these models, since proper AI courses are only really available during specialized masters pr…</description>
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        <description>Introduction

The problem with traditional password managers is that they are often cloud-based, which means you need to trust a third party with your sensitive information. The alternative is to use a local first password manager, and although there are some good options available, they can be difficult to properly set up and may not be as convenient to use, especially if you want to access your passwords on multiple devices.</description>
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        <description>The story of the lab: teaching Pupper to walk

In this lab, we study how a quadruped robot, Pupper, can learn to walk using Reinforcement Learning.

Instead of manually programming each leg movement, we define a reward function and train a neural policy in simulation. The robot receives higher rewards for behaviours we want, such as tracking a desired velocity, staying stable and moving efficiently. It receives penalties for behaviours we do not want, such as using too much effort, falling, tilt…</description>
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move forward and then turn left


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