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MICRO-515
20 February 2025
Recording: Course Introduction
Recording: Course Introduction
Cliquer le lien
CourseIntroduction.mp4
pour afficher le fichier.
◄ Introduction to Practicals
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Statistics refresher
News forum
Q&A Forum
Course Introduction
Lecture: Evolutionary Computation
Check points: Evolutionary Computation
Introduction to Practicals
Recording: Evolutionary Computation
Lecture: Evolutionary Strategies
Check Points: Evolutionary Strategies
Recording: Evolutionary Strategies
Exercise: GA and ES
Exercise: GA and ES Solutions
Lecture: Multi-objective Evolutionary Optimization
Check points: Multi-objective Evolutionary Optimization
Recording: Multi-objective Evolutionary Optimization
Exercise: NSGA-II
Exercise: NSGA-II Solutions
Articles on Multi-objective optimization: NSGA, NSGA-II, ViE
Lecture: Neural Network Foundations
Check points: Neural Network Foundations
Recording: Neural Network Basics
Recording: Supervised Learning
Installation guide
Lecture: Deep & Convolutional Networks, Reinforcement Learning
Check points: Deep & Convolutional Networks, Reinforcement Learning
Recording: Deep & Convolutional Networks, Reinforcement Learning
Article: Learning to Drive with Policy Gradient
Article: How to Train Robots with RL
Lecture: Evolution of Neurocontrollers
Check points: Evolution of Neurocontrollers
Recording: Evolution of Neurocontrollers
Exercises
Lecture: Evolution and Learning
Check points: Evolution and Learning
Recording: Evolution and Learning
Article: Evolution AND Learning
Article: Evolution OF Learning
Article on Evolutionary Strategies versus Reinforcement Learning (PPO)
Recording: Evolutionary Computation ►
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