Model checking hyperproperties for Markov decision processes.
Oyendrila DobeErika ÁbrahámEzio BartocciBorzoo BonakdarpourPublished in: Inf. Comput. (2022)
Keyphrases
- markov decision processes
- model checking
- reachability analysis
- temporal logic
- finite state
- optimal policy
- state space
- policy iteration
- model checker
- reinforcement learning
- dynamic programming
- reinforcement learning algorithms
- verification method
- formal methods
- decision theoretic planning
- formal verification
- finite state machines
- timed automata
- infinite horizon
- epistemic logic
- transition matrices
- average cost
- partially observable
- planning under uncertainty
- reward function
- decision theoretic
- planning problems