A Guiding Principle for Causal Decision Problems.
Mauricio Gonzalez-SotoLuis Enrique SucarHugo Jair EscalantePublished in: CoRR (2019)
Keyphrases
- decision problems
- influence diagrams
- multiple criteria
- computational complexity
- optimal policy
- decision model
- utility function
- optimal strategy
- decision processes
- causal relationships
- np hard
- pspace complete
- partially observable
- multicriteria decision
- bayesian decision problems
- causal models
- sequential decision making
- bandit problems
- data mining
- search algorithm
- objective function
- knowledge base