Lifted model checking for relational MDPs.
Wen-Chi YangJean-François RaskinLuc De RaedtPublished in: Mach. Learn. (2022)
Keyphrases
- model checking
- reachability analysis
- markov decision processes
- temporal logic
- finite state
- temporal properties
- formal verification
- model checker
- reinforcement learning
- automated verification
- finite state machines
- formal specification
- process algebra
- verification method
- probabilistic inference
- symbolic model checking
- relational databases
- pspace complete
- transition systems
- timed automata
- state space
- epistemic logic
- data model
- average cost
- bounded model checking
- graphical models
- computation tree logic
- concurrent systems
- reactive systems
- decision theoretic planning
- formal methods
- optimal policy
- asynchronous circuits
- markov decision process
- planning domains
- dynamic programming
- dec pomdps
- partially observable
- linear temporal logic
- deterministic finite automaton
- multi agent