Transfer Entropy in MDPs with Temporal Logic Specifications.
Suda BharadwajMohamadreza AhmadiTakashi TanakaUfuk TopcuPublished in: CDC (2018)
Keyphrases
- temporal logic
- concurrent systems
- transition systems
- model checking
- reactive systems
- bounded model checking
- markov decision processes
- model checker
- formal specification language
- formal specification
- reinforcement learning
- modal logic
- satisfiability problem
- state space
- finite state
- belief revision
- verification method
- formal verification
- predicate logic
- markov decision process
- specification language
- partially observable
- computation tree logic
- optimal policy
- temporal knowledge
- linear temporal logic
- temporal reasoning
- mazurkiewicz traces
- planning under uncertainty
- markov decision problems
- probabilistic planning
- policy iteration
- decision theoretic planning