Enforcing temporal logic specifications via reinforcement learning.
Austin JonesDerya AksarayZhaodan KongMac SchwagerCalin BeltaPublished in: HSCC (2015)
Keyphrases
- temporal logic
- reinforcement learning
- concurrent systems
- model checking
- transition systems
- model checker
- reactive systems
- bounded model checking
- formal specification language
- modal logic
- satisfiability problem
- formal specification
- formal verification
- verification method
- mazurkiewicz traces
- linear temporal logic
- state space
- symbolic model checking
- multi agent
- computation tree logic
- belief revision
- predicate logic
- markov decision processes
- optimal policy
- dynamic programming
- function approximators
- temporal knowledge
- continuous state
- partial observability
- knowledge based systems
- dynamic constraints
- epistemic logic
- temporally extended
- video sequences