DRLComplex: Reconstruction of protein quaternary structures using deep reinforcement learning.
Elham SoltanikazemiRaj S. RoyFarhan QuadirNabin GiriAlex MoreheadJianlin ChengPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- image reconstruction
- function approximation
- chemical compounds
- three dimensional
- protein structure
- amino acid sequences
- dynamic programming
- compressive sensing
- protein function
- reinforcement learning algorithms
- action selection
- optimal control
- state space
- reconstruction process
- chemical reactions
- neural network
- temporal difference
- model free
- supervised learning
- learning algorithm
- genetic algorithm
- machine learning