Deep Reinforcement Learning with Temporal Logics.
Mohammadhosein HasanbeigDaniel KroeningAlessandro AbatePublished in: FORMATS (2020)
Keyphrases
- temporal logic
- reinforcement learning
- model checking
- mazurkiewicz traces
- modal logic
- satisfiability problem
- function approximation
- state space
- concurrent systems
- model free
- temporal knowledge
- multi agent
- belief revision
- markov decision processes
- computation tree logic
- verification method
- optimal policy
- linear temporal logic
- formal verification
- predicate logic
- temporal resolution
- transition systems
- bounded model checking