Reinforcement Learning for Signal Temporal Logic using Funnel-Based Approach.
Naman SaxenaSandeep GorantlaPushpak JagtapPublished in: CoRR (2022)
Keyphrases
- temporal logic
- reinforcement learning
- model checking
- modal logic
- concurrent systems
- satisfiability problem
- verification method
- function approximation
- transition systems
- belief revision
- linear temporal logic
- computation tree logic
- state space
- optimal policy
- bounded model checking
- temporal knowledge
- linear time temporal logic
- automata theoretic
- dynamic programming
- mazurkiewicz traces
- formal specification language
- action space
- dynamic constraints
- data flow
- markov decision processes
- multi agent