Visualisation of topological structures as a training tool for acquiring causal models of complex systems.
Anne KlostermannManfred ThüringPublished in: ECCE (2007)
Keyphrases
- complex systems
- causal models
- physical systems
- dynamic systems
- causal discovery
- causal relationships
- discrete event systems
- multi agent systems
- structural model
- causal reasoning
- observational data
- mathematical models
- directed acyclic graph
- structural equation models
- conditional independence
- computational systems
- biological systems
- causal relations
- tractable cases
- steady state simulation
- reinforcement learning
- decision making
- causal graph
- distributed environment
- experimental data
- causal inference
- data mining