Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees.
Mohammadhosein HasanbeigYiannis KantarosAlessandro AbateDaniel KroeningGeorge J. PappasInsup LeePublished in: CDC (2019)
Keyphrases
- temporal logic
- reinforcement learning
- model checking
- modal logic
- concurrent systems
- satisfiability problem
- optimal control
- linear temporal logic
- verification method
- function approximation
- mazurkiewicz traces
- control policy
- model checker
- reactive systems
- markov decision processes
- temporal knowledge
- uncertain data
- dynamic constraints
- transition systems
- belief revision
- computation tree logic
- probabilistic databases
- finite state