Exploration and exploitation balance management in fuzzy reinforcement learning.
Vali DerhamiVahid Johari MajdMajid Nili AhmadabadiPublished in: Fuzzy Sets Syst. (2010)
Keyphrases
- reinforcement learning
- exploration exploitation tradeoff
- active exploration
- fuzzy sets
- management system
- action selection
- function approximation
- fuzzy logic
- information management
- autonomous learning
- information systems
- membership functions
- exploration strategy
- optimal policy
- markov decision processes
- model based reinforcement learning
- knowledge management
- fuzzy rules
- decision making
- reinforcement learning algorithms
- temporal difference
- fuzzy systems
- fuzzy numbers
- fuzzy controller
- data management
- decision support
- fuzzy neural network
- evidential reasoning
- database systems
- e learning
- fuzzy clustering