Microbial interactions from a new perspective: reinforcement learning reveals new insights into microbiome evolution.
Parsa GhadermaziSiu Hung Joshua ChanPublished in: Bioinform. (2024)
Keyphrases
- reinforcement learning
- function approximation
- multi agent environments
- multi agent
- sequence data
- model free
- state space
- information systems
- learning process
- markov decision processes
- policy search
- interaction patterns
- temporal evolution
- optimal control
- high throughput
- real world
- case study
- artificial intelligence
- learning algorithm
- optimal policy
- mobile robot
- temporal difference
- reinforcement learning algorithms
- evolution process
- machine learning