A methodology combining reinforcement learning and simulation to optimize the in silico culture of epithelial sheets.
Alberto CastrignanòRoberta BardiniAlessandro SavinoStefano Di CarloPublished in: J. Comput. Sci. (2024)
Keyphrases
- reinforcement learning
- discrete event simulation
- mathematical models
- real robot
- markov decision processes
- simulation model
- information technology
- reinforcement learning algorithms
- function approximation
- microscopic images
- multi agent
- state space
- computer simulation
- simulation environment
- e learning
- numerical simulations
- optimal policy
- optimal control
- model free
- temporal difference
- analytical model
- learning process
- case study
- data sets
- agent based simulations