OpenGraphGym-MG: Using Reinforcement Learning to Solve Large Graph Optimization Problems on MultiGPU Systems.
Weijian ZhengDali WangFengguang SongPublished in: CoRR (2021)
Keyphrases
- optimization problems
- reinforcement learning
- optimization methods
- discrete optimization problems
- learning systems
- cost function
- evolutionary algorithm
- directed graph
- information retrieval
- management system
- graph structure
- function approximation
- expert systems
- traveling salesman problem
- combinatorial optimization
- markov decision processes
- retrieval systems
- complex systems
- structured data
- metaheuristic
- building blocks
- distributed systems