MANDREL: Modular Reinforcement Learning Pipelines for Material Discovery.
Clyde FareGeorge K. HoltLamogha ChiazorMichail SmyrnakisRobert TraceyLan HoangPublished in: AAAI (2024)
Keyphrases
- reinforcement learning
- markov decision processes
- scientific discovery
- knowledge discovery
- function approximation
- robotic control
- learning algorithm
- reinforcement learning methods
- state space
- discovery process
- learning capabilities
- reinforcement learning algorithms
- machine learning
- learning classifier systems
- big data
- optimal policy
- supervised learning
- pattern discovery
- partially observable
- robot control
- artificial neural networks
- decision making
- evolutionary learning
- neural network