Foundations for a Probabilistic Event Calculus.
Fabio Aurelio D'AsaroAntonis BikakisLuke DickensRob MillerPublished in: CoRR (2017)
Keyphrases
- event calculus
- reasoning about actions and change
- situation calculus
- temporal reasoning
- partially ordered
- deductive databases
- commonsense reasoning
- reasoning tasks
- domain specific knowledge
- bayesian networks
- transitive closure
- artificial intelligence
- probabilistic reasoning
- logic programming
- probabilistic model
- directed acyclic graph
- temporal databases
- qualitative and quantitative
- expressive power
- general purpose
- prior knowledge
- indirect effects