Search result for Reinforcement learning course mit Online Courses & Certifications
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Sample-based Learning Methods
by Martha White , Adam White- 4.7
Approx. 22 hours to complete
Learning from actual experience is striking because it requires no prior knowledge of the environment’s dynamics, yet can still attain optimal behavior. We will cover intuitively simple but powerful Monte Carlo methods, and temporal difference learning methods including Q-learning. Course Introduction Reinforcement Learning Textbook Read Me: Pre-requisites and Learning Objectives Emma Brunskill: Batch Reinforcement Learning...
Advanced AI: Deep Reinforcement Learning in Python
by Lazy Programmer Team- 4.6
10.5 hours on-demand video
This course is all about the application of deep learning and neural networks to reinforcement learning. If you’ve taken my first reinforcement learning class, then you know that reinforcement learning is on the bleeding edge of what we can do with AI. While deep reinforcement learning and AI has a lot of potential, it also carries with it huge risk....
$29.99
Deep Reinforcement Learning: Hands-on AI Tutorial in Python
by Mehdi Mohammadi- 3.9
4 hours on-demand video
Develop Artificial Intelligence Applications using Reinforcement Learning in Python. In this course we learn the concepts and fundamentals of reinforcement learning, it's relation to artificial intelligence and machine learning, and how we can formulate a problem in the context of reinforcement learning and Markov Decision Process....
$12.99
Cutting-Edge AI: Deep Reinforcement Learning in Python
by Lazy Programmer Inc.- 4.7
8.5 hours on-demand video
Apply deep learning to artificial intelligence and reinforcement learning using evolution strategies, A2C, and DDPG This is technically Deep Learning in Python part 11 of my deep learning series, and my 3rd reinforcement learning course. Now that we know deep learning works with reinforcement learning, the question becomes: how do we improve these algorithms?...
$16.99
Artificial Intelligence IV - Reinforcement Learning in Java
by Holczer Balazs- 4.1
3 hours on-demand video
All you need to know about Markov Decision processes, value- and policy-iteation as well as about Q learning approach This course is about Reinforcement Learning....
$11.99
Hands - On Reinforcement Learning with Python
by Packt Publishing- 3.9
4.5 hours on-demand video
A practical tour of prediction and control in Reinforcement Learning using OpenAI Gym, Python, and TensorFlow Reinforcement learning (RL) is hot! This branch of machine learning powers AlphaGo and Deepmind's Atari AI. Quantitative trading was also a great platform to learn deeply about reinforcement learning and supervised learning topics in a commercial setting....
$11.99
Modern Reinforcement Learning: Actor-Critic Methods
by Phil Tabor- 4.4
8 hours on-demand video
In this advanced course on deep reinforcement learning, you will learn how to implement policy gradient, actor critic, deep deterministic policy gradient (DDPG), and twin delayed deep deterministic policy gradient (TD3) algorithms in a variety of challenging environments from the Open AI gym. The course begins with a practical review of the fundamentals of reinforcement learning, including topics such as:...
$11.99
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AWS DeepRacer
by Blane Sundred , DeClercq Wentzel- 0.0
Approx. 2 weeks
AWS DeepRacer is a 1/18th scale race car which gives you an interesting and fun way to get started with reinforcement learning (RL). Learn the fundamentals of machine learning and reinforcement learning in a fun and engaging way through autonomous driving with AWS DeepRacer. lesson 2 Reinforcement learning in DeepRacer DeepRacer definition....
Free
Prediction and Control with Function Approximation
by Martha White , Adam White- 4.8
Approx. 22 hours to complete
We conclude this course with a deep-dive into policy gradient methods; a way to learn policies directly without learning a value function. -Understand how to use supervised learning approaches to approximate value functions Course 3 Introduction Read Me: Pre-requisites and Learning Objectives Reinforcement Learning Textbook Doina Precup: Building Knowledge for AI Agents with Reinforcement Learning...
Deep Learning- Learn With Tensor Flow and Python
by Programming Academy- Learn and Create- 3.5
18 hours on-demand video
Learn how to use Deep Learning Framework - TensorFlow,Keras, Create your own Chatbots,Intro to Tensorflow 2. Welcome to the Complete Guide to TensorFlow for Deep Learning with Python! Reinforcement Learning One of the major themes of this course is that we’re moving away from the CNN itself, to systems involving CNNs....
$12.99