Value-Based Methods

Offered By: Udacity

Tags

Reinforcement Learning Courses Artificial Intelligence Courses Deep Learning Courses Deep Neural Networks Courses

Course Description

Overview

Apply deep learning architectures to reinforcement learning tasks. Train your own agent that navigates a virtual world from sensory data.

Syllabus

Study Plan

This lesson covers the study plan and prerequisites for this course.

Deep Q-Networks

Extend value-based reinforcement learning methods to complex problems using deep neural networks.

Project: Navigation

Train an agent to navigate a large world and collect yellow bananas, while avoiding blue bananas.

Taught by

Dana Sheahen, Arpan Chakraborty and Kelvin Lwin

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