Demonstration of expert knowledge injection in Fuzzy Rule Interpolation based Q-learning.
Tamá TompaSzilveszter KovácsDávid VinczeMihoko NiitsumaPublished in: SII (2021)
Keyphrases
- expert knowledge
- fuzzy rules
- fuzzy logic
- expert systems
- rule base
- reinforcement learning
- membership functions
- neuro fuzzy
- fuzzy systems
- knowledge engineering
- domain knowledge
- fuzzy classifier
- fuzzy neural network
- fuzzy sets
- fuzzy modeling
- fuzzy model
- fuzzy inference
- learning algorithm
- fuzzy control
- multi agent
- function approximation
- soft computing
- fuzzy reasoning
- fuzzy inference system
- neural network
- state space
- prior knowledge
- bayesian networks
- domain experts
- knowledge elicitation
- fuzzy membership functions
- knowledge base
- classification rules
- adaptive controller
- decision making
- fuzzy logic controller
- fuzzy art
- learning rate
- optimal policy
- fuzzy rule based systems
- rule sets
- genetic algorithm
- control system
- artificial intelligence
- action selection
- fuzzy controller
- learned knowledge
- evolutionary computation
- error rate
- fuzzy rule bases