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Overview
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The course teaches learners how to utilize Project Malmo from Microsoft to leverage Minecraft as an experimental platform for AI testing. By focusing on reinforcement learning, participants will learn to solve specific challenges within Minecraft using Project Malmo. The teaching method includes demonstrations, examples, and practical exercises such as supervised learning, reinforcement learning, and trial and error learning. This course is intended for individuals interested in AI, machine learning, and experimenting with new technologies within the context of Minecraft.
Syllabus
Introduction
Minecraft
Minecraft demo
Project Mountain
Example
Supervised Learning
Reinforcement Learning
Trial and Error Learning
Cliff Climbing
Cliff Walking
Blue Block
Yellow Block
Arcade Learning
Conclusion
Taught by
Devoxx