RL-MD: A Novel Reinforcement Learning Approach for DNA Motif Discovery.
Wen WangJianzong WangShijing SiZhangcheng HuangJing XiaoPublished in: DSAA (2022)
Keyphrases
- reinforcement learning
- motif discovery
- dna sequences
- binding sites
- biological sequences
- function approximation
- motif finding
- pattern discovery
- data mining tasks
- sequence analysis
- model free
- state space
- computational biology
- multiobjective optimization
- dna binding
- optimal policy
- data mining algorithms
- molecular biology
- learning algorithm
- sequence data
- protein sequences
- similarity search
- learning process
- biological data
- data mining
- gene expression
- sequence alignment
- evolutionary algorithm
- data structure
- social networks
- machine learning