Exploring Multi-Objective Deep Reinforcement Learning Methods for Drug Design.
Aws Al JumailyMuhetaer MukaidaisiAndrew VuAlain TchagangYifeng LiPublished in: CIBCB (2022)
Keyphrases
- drug design
- multi objective
- reinforcement learning methods
- reinforcement learning
- reinforcement learning algorithms
- evolutionary algorithm
- dynamical systems
- objective function
- control problems
- control strategies
- model free
- genetic algorithm
- protein structure prediction
- drug discovery
- particle swarm optimization
- protein protein interactions
- model construction
- state space
- function approximation
- markov decision processes
- action space
- optimal control
- high precision
- neural network