Quantifying the Utility of Complexity and Feedback Loops in Causal Models for Decision Making.
Elena KorshakovaJessecae K. MarshSamantha KleinbergPublished in: CogSci (2023)
Keyphrases
- causal models
- feedback loops
- decision making
- tractable cases
- causal graph
- causal relationships
- causal discovery
- fuzzy cognitive maps
- decision makers
- structural model
- conditional independence
- causal reasoning
- causal relations
- utility function
- computational complexity
- causal inference
- worst case
- decision support system
- directed acyclic graph
- decision processes
- decision process
- decision support
- structural equation models
- real time