One-Shot Optimal Topology Generation through Theory-Driven Machine Learning.
Ruijin CangHope YaoYi RenPublished in: CoRR (2018)
Keyphrases
- machine learning
- theoretical framework
- principal agent
- statistical learning theory
- optimal control
- artificial intelligence
- reinforcement learning
- learning systems
- machine learning methods
- text classification
- optimal solution
- computer vision
- genetic algorithm
- optimal design
- computational biology
- markov decision
- driven learning
- database
- computational model
- pattern recognition
- decision trees
- data mining
- semi supervised learning
- statistical methods
- learning tasks
- learning problems
- data driven
- dynamic programming
- theoretical basis
- general theory
- formal theory
- information systems
- learning algorithm