Application of eXplainable AI and causal inference methods to estimation algorithms in networks of dynamic systems.
Darya BiparvaDonatello MaterassiPublished in: ACC (2023)
Keyphrases
- dynamic systems
- complex systems
- learning algorithm
- qualitative models
- discrete event
- dynamical systems
- computational complexity
- qualitative reasoning
- artificial intelligence
- data structure
- expert systems
- computationally expensive
- search algorithm
- search space
- intelligent systems
- multi agent
- reinforcement learning
- standard deviation
- bayesian networks
- model based diagnosis
- state estimation
- machine learning