Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees.
Mohammadhosein HasanbeigYiannis KantarosAlessandro AbateDaniel KroeningGeorge J. PappasInsup LeePublished in: CoRR (2019)
Keyphrases
- temporal logic
- reinforcement learning
- model checking
- modal logic
- satisfiability problem
- optimal control
- concurrent systems
- verification method
- mazurkiewicz traces
- dynamic constraints
- control policy
- function approximation
- linear temporal logic
- computation tree logic
- inference rules
- uncertain data
- temporal information
- transition systems
- petri net