Explore advanced deep reinforcement learning concepts in this comprehensive lecture covering policy gradient methods, the REINFORCE algorithm, and practical applications in gaming AI, including Atari games and the game of Go. Learn how deep learning techniques are implemented to create intelligent agents capable of mastering complex game environments through hands-on demonstrations and theoretical explanations of policy-based approaches to reinforcement learning.
Deep Learning: Deep Reinforcement Learning and Policy Gradients - Lecture 13
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Overview
Syllabus
Ali Ghodsi, Deep Learning, Deep Reinforcement Learning-Part 2, Deep RL, Fall 2023, Lecture 13
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