A reinforcement learning algorithm with fuzzy approximation for semi Markov decision problems.
Ufuk KulaBeyazit OcaktanPublished in: J. Intell. Fuzzy Syst. (2015)
Keyphrases
- markov decision problems
- queueing networks
- fuzzy sets
- fuzzy logic
- linear programming
- fuzzy numbers
- state space
- reinforcement learning
- decision processes
- approximation methods
- partially observable
- fuzzy rules
- utility function
- markov decision processes
- transition probabilities
- reinforcement learning algorithms
- optimal policy
- decision theoretic
- evolutionary algorithm
- neural network