Multi-Agent Reinforcement Learning Guided by Signal Temporal Logic Specifications.
Jiangwei WangShuo YangZiyan AnSongyang HanZhili ZhangRahul MangharamMeiyi MaFei MiaoPublished in: CoRR (2023)
Keyphrases
- temporal logic
- multi agent reinforcement learning
- concurrent systems
- model checking
- transition systems
- bounded model checking
- model checker
- reactive systems
- formal specification language
- formal specification
- multi agent
- multi agent systems
- reinforcement learning
- learning agents
- linear temporal logic
- multi agent learning
- mazurkiewicz traces
- belief revision
- verification method
- computation tree logic
- stochastic games
- knowledge base
- finite state
- machine learning
- control flow
- dynamic systems
- dynamic programming