Approximate Abstractions of Markov Chains with Interval Decision Processes.
Yuriy Zacchia LunJack WheatleyAlessandro D'InnocenzoAlessandro AbatePublished in: ADHS (2018)
Keyphrases
- markov chain
- decision processes
- finite state
- decision problems
- steady state
- stochastic process
- state space
- transition probabilities
- markov process
- random walk
- markov processes
- markov decision processes
- decision process
- reasoning process
- stationary distribution
- decision making
- markov model
- probabilistic automata
- transition matrix
- management system
- heuristic search
- search algorithm
- data mining