Reinforcement Learning for Engineering Design Automation.
Fabian DworschakSebastian DietzeMaximilian WittmannBenjamin SchleichSandro WartzackPublished in: Adv. Eng. Informatics (2022)
Keyphrases
- engineering design
- reinforcement learning
- design process
- artificial intelligence
- function approximation
- conceptual design
- automated design
- state space
- reinforcement learning algorithms
- engineering education
- engineering problems
- computer science and artificial intelligence
- markov decision processes
- optimal control
- collaborative design
- model free
- multi agent
- learning algorithm
- temporal difference
- case study
- machine learning
- function approximators
- design theory
- biological knowledge
- action selection
- optimal policy
- learning process
- information systems