Using deep reinforcement learning to speed up collective cell migration.
Hanxu HouTian GanYaodong YangXianglei ZhuSen LiuWeiming GuoJianye HaoPublished in: BMC Bioinform. (2019)
Keyphrases
- reinforcement learning
- function approximation
- learning algorithm
- model free
- multi agent
- state space
- markov decision processes
- temporal difference
- collective intelligence
- reinforcement learning algorithms
- learning process
- neural network
- stochastic approximation
- deep learning
- machine learning
- learning problems
- optimal policy
- least squares
- case study
- e learning
- robot control
- data mining
- microscopy images
- reinforcement learning methods
- databases
- microscopic images