RE-STORM: mapping the decision-making problem and non-functional requirements trade-off to partially observable markov decision processes.
Luis Hernán García PaucarNelly BencomoPublished in: SEAMS@ICSE (2018)
Keyphrases
- partially observable markov decision processes
- trade off
- decision making
- finite state
- planning under uncertainty
- dynamical systems
- reinforcement learning
- decision problems
- belief space
- belief state
- decision makers
- optimal policy
- markov decision processes
- continuous state
- dynamic programming
- partially observable stochastic games
- state space
- partially observable domains
- stochastic domains
- partial observability
- partially observable markov
- multi agent
- planning problems
- markov chain
- sequential decision making problems
- decision trees
- single agent
- approximate solutions
- data mining
- linear programming
- supply chain