A Deep Reinforcement Learning Approach to Droplet Routing for Erroneous Digital Microfluidic Biochips.
Tomohisa KawakamiChiharu ShiroHiroki NishikawaXiangbo KongHiroyuki TomiyamaShigeru YamashitaPublished in: Sensors (2023)
Keyphrases
- reinforcement learning
- function approximation
- routing algorithm
- network topology
- learning algorithm
- reinforcement learning algorithms
- multi agent
- machine learning
- wireless ad hoc networks
- routing problem
- ad hoc networks
- routing protocol
- optimal policy
- digital content
- response time
- mobile ad hoc networks
- digital media
- action selection
- reward function
- learning process
- circuit design
- data sets
- temporal difference learning