Search result for Deep reinforcement learning course Online Courses & Certifications
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Fundamentals of Reinforcement Learning
by Martha White , Adam White- 4.8
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Approx. 15 hours to complete
Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts with the world. This is the first course of the Reinforcement Learning Specialization. Reinforcement Learning Textbook...
Fundamentals of Machine Learning with Python Implementation.
by Three Millennials- 3.5
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7 hours on-demand video
Learn Fundamentals of Machine Learning from scratch to make students well equipped with all basics and math involved The course also introduces students to deep learning (neural nets) and also artificial intelligence. Various types of learning like supervised, unsupervised and reinforcement learning. Reinforcement learning techniques like Q-learning and SARSA Basics of Reinforcement Learning...
$12.99
人工智慧：機器學習與理論基礎 (Artificial Intelligence - Learning & Theory)
by 于天立- 4.6
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Approx. 12 hours to complete
1-1 Brief Introduction to Machine Learning, Learning from Example 1-6 Biased and Unbiased Hypothesis Space, Futility of Bias-Free Learning Computational Learning Theory 2-1 Introduction to Computational Learning Theory, Setting of Sample Complexity 3-2 Learning Decision Tree, Information Neural Network and Deep learning 4-2 Single-Layer Network and Perceptron Learning Rule Reinforcement learning...
Artificial Intelligence for Simple Games
by Jan Warchocki- 4.5
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12.5 hours on-demand video
Learn how to use powerful Deep Reinforcement Learning and Artificial Intelligence tools on examples of AI simple games! Ever wish you could harness the power of Deep Learning and Machine Learning to craft intelligent bots built for gaming? Section #2 — Learn the foundations of the model-free reinforcement learning algorithm, Q-Learning....
$11.99
Hands - On Reinforcement Learning with Python
by Packt Publishing- 3.9
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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
Complete Python 3 Bootcamp course: Beginner to Advance 2020
by Aman Anand- 4.4
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10 hours on-demand video
And if you are planning to go in the field of Machine Learning, Image Processing, Artificial Intelligence and Deep reinforcement learning then this is the best course for you. This Course will take you from Zero to Hero Level in python, So Enroll today and Start the journey of learning most demanding language across the globe....
$12.99
Prediction and Control with Function Approximation
by Martha White , Adam White- 4.8
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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 Reinforcement Learning Textbook Doina Precup: Building Knowledge for AI Agents with Reinforcement Learning David Silver on Deep Learning + RL = AI?...
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Machine Learning: Beginner Reinforcement Learning in Python
by Milo Spencer-Harper- 4.6
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2 hours on-demand video
This course is designed for beginners to machine learning. I will introduce the concept of reinforcement learning, by teaching you to code a neural network in Python capable of delayed gratification. Using this example I will teach you Deep Q Learning - a revolutionary technique invented by Google DeepMind to teach neural networks to play chess, Go and Atari....
$11.99
Overview of Advanced Methods of Reinforcement Learning in Finance
by Igor Halperin- 3.8
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Approx. 13 hours to complete
In the last course of our specialization, Overview of Advanced Methods of Reinforcement Learning in Finance, we will take a deeper look into topics discussed in our third course, Reinforcement Learning in Finance. Finally, we will overview trending and potential applications of Reinforcement Learning for high-frequency trading, cryptocurrencies, peer-to-peer lending, and more. Reinforcement Learning and Ptolemy's Epicycles...
Reinforcement Learning with Pytorch
by Atamai AI Team- 4.1
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7 hours on-demand video
Learn to apply Reinforcement Learning and Artificial Intelligence algorithms using Python, Pytorch and OpenAI Gym And that's why this course has been created. What will be covered during the course ? - Introduction to Reinforcement Learning - Q Learning - Deep Reinforcement Learning - Learning from video input...
$16.99
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