Optimizing Multi Commodity Flow Problem Under Uncertainty: A Deep Reinforcement Learning Approach.
Bulent SoykanGhaith RabadiPublished in: ICMLA (2023)
Keyphrases
- multi commodity
- reinforcement learning
- network flow problem
- facility location
- heuristic solution
- max min
- miller tucker zemlin
- robust optimization
- minimal cost
- minimum cost
- network design
- network flow
- lower bound
- network design problem
- learning algorithm
- integer programming
- state space
- decision theory
- dynamic programming
- optimal solution
- multi criteria
- knapsack problem
- np hard
- search algorithm
- genetic algorithm