Reasoning about Unknown, Counterfactual, and Nondeterministic Actions in First-Order Logic.
Charles ElkanPublished in: Canadian Conference on AI (1996)
Keyphrases
- first order logic
- expressive power
- theorem proving
- inference rules
- initial state
- theorem prover
- probabilistic reasoning
- propositional logic
- knowledge representation
- inductive logic programming
- markov networks
- representation language
- relational algebra
- probabilistic graphical models
- predicate calculus
- transitive closure
- markov logic
- finite state
- markov logic networks
- logical rules
- finite automata
- reasoning about actions
- search algorithm
- situation calculus
- proof procedure