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