Automatically Learning Compact Quality-aware Surrogates for Optimization Problems.
Kai WangBryan WilderAndrew PerraultMilind TambePublished in: CoRR (2020)
Keyphrases
- optimization problems
- learning algorithm
- knowledge acquisition
- evolutionary algorithm
- learning process
- learning systems
- learning analytics
- e learning
- previously unseen
- quality aware
- learning environment
- training data
- cost function
- mobile robot
- online learning
- machine learning
- empirical studies
- learning problems
- learning scheme