Reinforcement Learning for Multi-Agent Systems with Temporal Logic Specifications.
Keita TerashimaKoichi KobayashiYuh YamashitaPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2024)
Keyphrases
- temporal logic
- multi agent systems
- reinforcement learning
- bounded model checking
- concurrent systems
- transition systems
- model checking
- multi agent reinforcement learning
- model checker
- reactive systems
- formal specification language
- multi agent
- formal specification
- satisfiability problem
- modal logic
- computation tree logic
- linear temporal logic
- state space
- verification method
- formal verification
- single agent
- belief revision
- mazurkiewicz traces
- predicate logic
- cooperative
- temporal knowledge
- partial observability
- function approximators
- learning agent
- temporally extended
- reverse engineering
- optimal policy
- automata theoretic