Offline Model-Based Optimization via Policy-Guided Gradient Search.
Yassine CheminguiAryan DeshwalTrong Nghia HoangJanardhan Rao DoppaPublished in: AAAI (2024)
Keyphrases
- search algorithm
- global search
- global optimization
- real time
- constrained optimization
- search efficiency
- optimization algorithm
- search space
- optimization problems
- search strategies
- steepest descent method
- fine tuning
- search tools
- optimization methods
- search methods
- optimal policy
- edge detection
- neural network
- data sets