Applying deep reinforcement learning to the HP model for protein structure prediction
Kaiyuan Yang, Houjing Huang, Olafs Vandans, Adithya Murali, Fujia Tian, Roland H. C. Yap, Liang Dai
Topics & Concepts
Reinforcement learningHeuristicsBenchmark (surveying)Sample complexityComputer scienceProtein structure predictionSequence (biology)Folding (DSP implementation)Artificial intelligenceReinforcementAlgorithmProtein structureChemistryMaterials scienceEngineeringBiochemistryOperating systemGeographyElectrical engineeringGeodesyComposite materialProtein Structure and DynamicsMachine Learning in BioinformaticsRNA and protein synthesis mechanisms