Session

Unlocking the Secrets of the Mystery-Word Game: A Journey Through NLP and Genetic Algorithms

This session introduces the basics of Natural Language Processing and word embeddings, highlighting their application in popular online games like Semantle. Discover how genetic algorithms can enhance game performance by creating an intelligent player that guesses the mystery word based on semantic similarity. We will explore the game's mechanics, learn the principles of genetic algorithms, and present a live demonstration of our AI player in action. Gain insights into the broader implications and future potential of integrating these advanced technologies. Join us to explore the innovative intersection of NLP, AI, and game design.

Key takeaways:
* Gain a foundational understanding of NLP and the concept of word embeddings, with a focus on their application in semantic similarity tasks.
* Discover how genetic algorithms can be employed to create a sophisticated player for the Mystery-Word game. Understand the principles behind genetic algorithms and their optimization capabilities.

Based on my book 'Hands-On Genetic Algorithms with Python'

Eyal Wirsansky

Senior data scientist, Artificial Intelligence mentor

Jacksonville, Florida, United States

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