Augmented Hill-Climb increases reinforcement learning efficiency for language-based de novo molecule generation.
Morgan ThomasNoel M. O'BoyleAndreas BenderChris de GraafPublished in: J. Cheminformatics (2022)
Keyphrases
- reinforcement learning
- language learning
- programming language
- specification language
- learning algorithm
- text generation
- language processing
- function approximation
- markov decision processes
- state space
- dynamic programming
- evolutionary algorithm
- relational databases
- sequence data
- computational complexity
- natural language
- neural network