Description
Deep Reinforcement Learning 2.0 is a training set related to the topic of deep reinforcement learning. Deep reinforcement learning uses the principles of deep learning and reinforcement learning to build efficient algorithms, with applications in the fields of robotics, computer games, natural language processing, computer vision, education, transportation, accounting, and healthcare. The implementation of deep learning architecture along with reinforcement learning algorithms has the ability to solve problems that could not be solved before. In the Deep Reinforcement Learning 2.0 training course, the implementation of a new ultra-smart artificial intelligence model called Twin-Delayed DDPG, which is a combination of artistic techniques in artificial intelligence, including Double Deep Q-Learning, Policy Gradient and Actor Critic, to Fully trained. This model is so powerful that you can use it to solve the most challenging artificial intelligence applications. The background to start learning in this course is to know the basics of mathematics and some programming knowledge.
Things taught in this course:
- Q-Learning
- Deep Q-Learning
- Policy gradient
- Actor Critic
- Deep deterministic policy gradient
- Twin-Delayed DDPG
- Fundamental techniques of deep reinforcement learning
- How to implement a mode of artificial intelligence model that has the ability to perform the most challenging virtual programs
Course details
- Publisher: Udemy
- Instructor: Hadelin de Ponteves, Kirill Eremenko
- elementary level
- Duration: 9 hours and 38 minutes
- Number of lessons: 63 lessons
- English language
Course headings
prerequisites:
Some math basics like knowing what is a differentiation or a gradient
A bit of programming knowledge (classes and objects)
Pictures
Sample video
Installation guide
After extracting, watch with your favorite player.
English subtitle
Quality: 1080p
Changes:
The version of 2021/8 compared to 2019/11 has increased the number of 1 lesson but decreased by 1 minute. Also, its quality has been upgraded from 720p to 1080p.
download link
Password file(s): www.downloadly.ir
Size
3.82 GB
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