Trading-off safety, exploration, and exploitation in learning-based optimization: a Set Membership approach.
Lorenzo SabugFredy RuizLorenzo FagianoPublished in: CDC (2021)
Keyphrases
- learning process
- supervised learning
- learning systems
- active learning
- learning scheme
- incremental learning
- knowledge acquisition
- hypothesis space
- optimization process
- global optimization
- learning problems
- reinforcement learning
- data sets
- input data
- optimization problems
- feature set
- lower bound
- inductive inference
- cognitive load
- e learning