Modular Deep Reinforcement Learning with Temporal Logic Specifications.
Lim Zun YuanMohammadhosein HasanbeigAlessandro AbateDaniel KroeningPublished in: CoRR (2019)
Keyphrases
- temporal logic
- reinforcement learning
- concurrent systems
- transition systems
- model checking
- reactive systems
- model checker
- bounded model checking
- formal specification language
- modal logic
- satisfiability problem
- formal specification
- markov decision processes
- verification method
- computation tree logic
- linear temporal logic
- state space
- symbolic model checking
- multi agent
- formal verification
- specification language
- predicate logic
- optimal policy
- continuous state
- control flow
- finite state
- belief revision
- formal methods
- automata theoretic