Stanford CS234: Reinforcement Learning - Winter 2019

Stanford University via YouTube

YouTube

60 Courses


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Overview

Explore the forefront of artificial intelligence with Stanford University's CS234: Reinforcement Learning (Winter 2019), now available on YouTube. This comprehensive course delves into the core principles of reinforcement learning, tailored for those eager to grasp the latest in AI advancements. Topics covered include an introduction to reinforcement learning, world modeling, model-free policy evaluation and control, value function approximation, leveraging convolutional neural networks and deep Q-learning, imitation and policy gradients, alongside applications. Dive deeper into advanced areas like fast reinforcement learning, batch reinforcement learning, and Monte Carlo tree search. By the culmination of this course, participants will have developed a profound understanding of reinforcement learning, its significance, and its real-world applications. Enroll now and join the community exploring this critical frontier in Artificial Intelligence, Machine Learning, and Reinforcement Learning Courses.

Syllabus


Taught by

Stanford Online


Tags

united states

provider YouTube

YouTube

34 Courses


YouTube

pricing Free Online Course
language English
duration 19 hours
sessions On-Demand