Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Q-Learning - Model Free Reinforcement Learning and Temporal Difference Learning

Steve Brunton via YouTube

Overview

This course covers Q-learning, a popular method in reinforcement learning, and its connection to temporal difference learning. Students will learn about other TD algorithms like SARSA and their relationship to biological learning through dopamine. The course also explores Q-learning as a common framework for deep reinforcement learning. The teaching method involves a lecture format, and the intended audience includes learners interested in reinforcement learning, machine learning, and control systems.

Syllabus

Introduction
Recap
Monte Carlo Learning
Temporal Difference Learning
QLearning
SARSA
Off Policy
Conclusion

Taught by

Steve Brunton

Reviews

Start your review of Q-Learning - Model Free Reinforcement Learning and Temporal Difference Learning

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.