Mechanic Maker 2.0: Reinforcement Learning for Evaluating Generated Rules.
Johor Jara GonzalezSeth CooperMatthew GuzdialPublished in: AIIDE (2023)
Keyphrases
- reinforcement learning
- rule sets
- rule extraction
- learning classifier systems
- robotic control
- randomly selected
- function approximation
- association rules
- reinforcement learning algorithms
- temporal difference
- automatically generated
- evaluation function
- logical rules
- generation process
- action selection
- rule induction
- database
- learning problems
- markov decision processes
- transfer learning
- knowledge acquisition
- state space
- case study
- information systems
- learning algorithm
- data sets