graphenv: a Python library for reinforcement learning on graph search spaces.
David BiagioniCharles Edison TrippStruan ClarkDmitry DuplyakinJeffrey N. LawPeter C. St. JohnPublished in: J. Open Source Softw. (2022)
Keyphrases
- reinforcement learning
- search space
- state space
- programming language
- graph representation
- random walk
- markov decision processes
- graph model
- connected components
- learning algorithm
- graph partitioning
- graph structure
- branch and bound
- structured data
- open source
- graph mining
- user interface
- machine learning
- solution space
- function approximation
- graph theory
- weighted graph
- digital libraries
- graph theoretic
- object oriented programming
- graphical user interface
- scripting language