Reinforcement Learning Based Temporal Logic Control with Maximum Probabilistic Satisfaction.
Mingyu CaiShaoping XiaoBaoluo LiZhiliang LiZhen KanPublished in: CoRR (2020)
Keyphrases
- temporal logic
- reinforcement learning
- model checking
- modal logic
- concurrent systems
- satisfiability problem
- optimal control
- verification method
- linear temporal logic
- computation tree logic
- bounded model checking
- formal specification
- mazurkiewicz traces
- control policy
- inference rules
- state space
- temporal knowledge
- reactive systems
- uncertain data
- belief revision
- dynamic constraints
- transition systems
- markov decision processes
- knowledge based systems
- formal specification language
- multi agent