Deep reinforcement learning has got to be one of the coolest tools I have used as an engineer. Once finished, all you have to do is tell the agent what it is you want to be accomplished, and watch as the AI figures out incredibly creative ways to accomplish this task
Deep reinforcement learning has got to be one of the coolest tools I have used as an engineer. Once finished, all you have to do is tell the agent what it is you want to be accomplished, and watch as the AI figures out incredibly creative ways to accomplish this task. Understanding neural networks (explained here) is a prerequisite for deep RL. Also, deep reinforcement learning can be more easily understood if you are comfortable with tabulated reinforcement learning, which I explain in-depth here.
This "Deep Learning vs Machine Learning vs AI vs Data Science" video talks about the differences and relationship between Artificial Intelligence, Machine Learning, Deep Learning, and Data Science.
What is the difference between machine learning and artificial intelligence and deep learning? Supervised learning is best for classification and regressions Machine Learning models. You can read more about them in this article.
Artificial Intelligence (AI) vs Machine Learning vs Deep Learning vs Data Science: Artificial intelligence is a field where set of techniques are used to make computers as smart as humans. Machine learning is a sub domain of artificial intelligence where set of statistical and neural network based algorithms are used for training a computer in doing a smart task. Deep learning is all about neural networks. Deep learning is considered to be a sub field of machine learning. Pytorch and Tensorflow are two popular frameworks that can be used in doing deep learning.
Dummies guide to Reinforcement learning, Q learning, Bellman Equation. You’re getting bore stuck in lockdown, you decided to play computer games to pass your time.
Most popular Data Science and Machine Learning courses — August 2020. This list was last updated in August 2020 — and will be updated regularly so as to keep it relevant