Passer au contenu principal
Panneau latéral
Accueil
Plus
Français (fr)
English (en)
Français (fr)
Vous êtes connecté anonymement
Connexion
Accueil
Ouvrir l’index du cours
MICRO-515
8 May 2025
Report template
Report template
Cliquer le lien
515 Report Template.docx
pour afficher le fichier.
◄ Recording: Competitive and Cooperative Coevolution
Aller à…
Aller à…
Statistics refresher
News forum
Q&A Forum
Course Introduction
Lecture: Evolutionary Computation
Check points: Evolutionary Computation
Introduction to Practicals
Recording: Course Introduction
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)
Lecture: Representation and Evolution of Morphologies
Checkpoints: Representation and Evolution of Morphology
Recording: Representations and Evolution of Morphologies
Article: Evolution of Aircraft Morphology
Lecture: Co-evolution of bodies and brains
Check points: Co-evolution of bodies and brains
Recording: Coevolution of bodies and brains
Article: Morphology helps learning
Lecture: Competitive and Cooperative Evolution
Check points: Competitive and Cooperative Evolution
Recording: Competitive and Cooperative Coevolution
Group choice: EvoRob report
EvoRob report info
Lecture: Towards self-reproduction
Check points: Towards self-reproduction
EvoRob report submission
Group choice: EvoRob report ►
Contact
EPFL CH-1015 Lausanne
+41 21 693 11 11
Suivre les pulsations de l'EPFL sur les réseaux sociaux
Accessibilité
Mentions légales
Protection des données
© 2023 EPFL, tous droits réservés
