Investigation of reinforcement learning for shape optimization of profile extrusion dies.
Clemens FrickeDaniel WolffMarco KemmerlingStefanie ElgetiPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- optimization algorithm
- shape model
- markov decision processes
- optimization problems
- shape change
- function approximation
- shape analysis
- state space
- learning problems
- global optimization
- shape representation
- model free
- dynamic programming
- evolutionary algorithm
- learning process
- multi agent
- computer vision
- shape features
- optimization process
- optimization model
- reinforcement learning algorithms
- machine learning