Learning Model Checking and the Kernel Trick for Signal Temporal Logic on Stochastic Processes.
Luca BortolussiGiuseppe Maria GalloJan KretínskýLaura NenziPublished in: CoRR (2022)
Keyphrases
- temporal logic
- model checking
- stochastic processes
- computation tree logic
- verification method
- model checker
- satisfiability problem
- formal specification
- formal verification
- temporal properties
- modal logic
- transition systems
- finite state
- learning algorithm
- linear temporal logic
- concurrent systems
- bounded model checking
- dynamic bayesian networks
- epistemic logic
- belief revision
- reinforcement learning
- feature space
- feature selection