A mechanism-informed reinforcement learning framework for shape optimization of airfoils.
Jingfeng WangGuanghui HuPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- main contribution
- optimization scheme
- risk minimization
- shape recognition
- global optimization
- dynamic programming
- state space
- probabilistic model
- optimization algorithm
- theoretical framework
- markov decision processes
- perceptual grouping
- learning process
- statistical shape model
- video sequences
- data sets