Construction of Heuristic for Protein Structure Optimization Using Deep Reinforcement Learning.
Rok HribarJurij SilcGregor PapaPublished in: BIOMA (2018)
Keyphrases
- protein structure
- reinforcement learning
- protein sequences
- molecular biology
- dynamic programming
- combinatorial optimization
- secondary structure
- protein structure prediction
- computational approaches
- search algorithm
- protein function
- nuclear magnetic resonance
- state space
- optimization problems
- contact map
- social networks
- amino acid sequences