Extending the Machine Learning Abstraction Boundary: A Complex Systems Approach to Incorporate Societal Context.
Donald Martin Jr.Vinodkumar PrabhakaranJill KuhlbergAndrew SmartWilliam S. IsaacPublished in: CoRR (2020)
Keyphrases
- complex systems
- machine learning
- dynamic systems
- multi agent systems
- discrete event systems
- manufacturing systems
- biological systems
- technical systems
- computational systems
- physical systems
- artificial intelligence
- mathematical models
- computer science
- high level
- industrial systems
- steady state simulation
- dynamical systems
- fuzzy cognitive maps
- cooperative