StriderNET: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes.
Vaibhav BihaniSahil ManchandaSrikanth SastrySayan RanuN. M. Anoop KrishnanPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- graph structures
- function approximation
- graph representation
- graph model
- machine learning
- graph theory
- energy minimization
- random walk
- rough sets
- directed graph
- graph partitioning
- supervised learning
- graph structure
- chemical compounds
- action selection
- multi agent
- weighted graph
- connected components
- energy consumption
- structured data
- search space
- relational databases
- undirected graph
- neural network
- energy saving
- reinforcement learning algorithms
- relational structures
- learning algorithm