DeepFoldit - A Deep Reinforcement Learning Neural Network Folding Proteins.
Dimitra N. PanouMartin ReczkoPublished in: CoRR (2020)
Keyphrases
- neural network
- reinforcement learning
- protein folding
- amino acid sequences
- protein structure prediction
- protein sequences
- secondary structure of proteins
- secondary structure
- function approximators
- amino acids
- protein structure
- model free
- learning capabilities
- artificial neural networks
- function approximation
- neural network model
- protein function
- back propagation
- fuzzy logic
- feed forward
- prediction model
- protein protein interactions
- learning algorithm
- reinforcement learning algorithms
- genetic algorithm
- state space
- pattern recognition
- optimal policy
- markov decision processes
- machine learning
- supervised learning
- fault diagnosis
- high throughput
- multilayer perceptron
- recurrent neural networks
- bp neural network
- action selection
- optimal control
- multi agent
- fuzzy neural network
- protein protein interaction networks
- chemical compounds
- neural network is trained
- neural nets