Cost Optimization at Early Stages of Design Using Deep Reinforcement Learning.
Lorenzo ServadeiJiapeng ZhengJose A. Arjona-MedinaMichael WernerVolkan EsenSepp HochreiterWolfgang EckerRobert WillePublished in: MLCAD (2020)
Keyphrases
- early stage
- reinforcement learning
- optimal design
- structural design
- design space exploration
- optimization problems
- engineering design
- design process
- case study
- optimization method
- computer aided
- optimum design
- constrained optimization
- learning problems
- optimization algorithm
- knowledge based systems
- state space
- cost function
- user interface
- database systems