Qualtiy-Diversity Optimisation

Module 7

Evolutionary Algorithms

Introduction to Module 7
History and General concepts
Genetic Algorithms
Evolutionary Strategies
Novelty Search
Qualtiy-Diversity Optimisation
MAP-Elites
Conclusion
Quiz - Evolutionary Algorithms

The next state-of-the-art concept that we will cover is Quality-Diversity optimisation algorithms. This is a recently introduced concept that aims to generate in a single optimisation process a large collection of diverse and high-performing solutions:

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