StriderNet: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes.
Vaibhav BihaniSahil ManchandaSrikanth SastrySayan RanuN. M. Anoop KrishnanPublished in: ICML (2023)
Keyphrases
- reinforcement learning
- graph structures
- weighted graph
- energy consumption
- graph representation
- multi agent
- graph model
- dynamic programming
- function approximation
- directed graph
- energy minimization
- optimal control
- graph structure
- graph theory
- structured data
- supervised learning
- rough sets
- machine learning
- complex structures
- directed acyclic graph
- state space
- random walk
- markov decision processes
- bipartite graph
- graph matching
- evolutionary algorithm
- clustering algorithm
- reinforcement learning algorithms
- graph data
- markov decision process
- learning algorithm