Modeling resilient cyber-physical processes and their composition from digital twins via Markov Decision Processes.
Giuseppe De GiacomoMarco FavoritoFrancesco LeottaMassimo MecellaLuciana SiloPublished in: PMAI@IJCAI (2022)
Keyphrases
- markov decision processes
- cyber physical
- finite state
- state space
- reachability analysis
- reinforcement learning
- optimal policy
- transition matrices
- decision processes
- dynamic programming
- planning under uncertainty
- infinite horizon
- average cost
- average reward
- policy iteration
- markov decision process
- partially observable
- physical world
- decision theoretic planning
- social networks
- action sets
- model based reinforcement learning
- reward function
- stochastic shortest path