Probabilistically Guaranteed Satisfaction of Temporal Logic Constraints During Reinforcement Learning.
Derya AksarayYasin YaziciogluAhmet Semi AsarkayaPublished in: IROS (2021)
Keyphrases
- temporal logic
- reinforcement learning
- model checking
- automata theoretic
- modal logic
- satisfiability problem
- dynamic constraints
- concurrent systems
- markov decision processes
- constraint satisfaction
- computation tree logic
- verification method
- linear temporal logic
- multi agent
- formal specification language
- bounded model checking
- temporal knowledge
- finite state
- formal specification
- state space