On learning in collective self-adaptive systems: state of practice and a 3D framework.
Mirko D'AngeloSimos GerasimouSona GhahremaniJohannes GrohmannIngrid NunesEvangelos PournarasSven TomfordePublished in: SEAMS@ICSE (2019)
Keyphrases
- learning systems
- learning scheme
- learning process
- supervised learning
- learning mechanism
- statistical machine learning
- conceptual framework
- main contribution
- learning algorithm
- distributed learning
- complex systems
- unsupervised learning
- real world
- collective learning
- learning tasks
- theoretical framework
- knowledge acquisition
- online learning
- state space
- prior knowledge
- intelligent systems
- background knowledge
- management system
- finite state machines
- inductive inference
- active learning
- educational systems
- learning environment
- neural network
- constructivist learning environments