Quantitative controller synthesis for consumption Markov decision processes.
Jianling FuCheng-Chao HuangYong LiJingyi MeiMing XuLijun ZhangPublished in: Inf. Process. Lett. (2023)
Keyphrases
- markov decision processes
- controller synthesis
- autonomic computing systems
- state space
- optimal policy
- finite state
- dynamic programming
- decision theoretic planning
- closed loop
- control algorithm
- reinforcement learning
- partially observable
- policy iteration
- transition matrices
- reachability analysis
- control system
- multi agent
- action space
- planning under uncertainty
- model based reinforcement learning
- autonomic systems
- factored mdps
- average cost
- markov decision process
- neural network
- infinite horizon
- markov decision problems
- action sets
- finite horizon
- dynamical systems
- machine learning