QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers

Nov-20-2025, 00:53:41 GMT–Neural Information Processing Systems

Queuing network control determines the allocation of scarce resources to manage congestion, a fundamental problem in manufacturing, communications, and healthcare.

artificial intelligence, machine learning, reinforcement learning, (18 more...)

Neural Information Processing Systems

Nov-20-2025, 00:53:41 GMT

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Country:
- Europe > United Kingdom
  - England > Cambridgeshire > Cambridge (0.04)
- North America > United States
  - California > Yolo County > Davis (0.04)

Genre:
- Research Report (0.67)
- Workflow (0.46)

Industry:
- Health & Medicine > Therapeutic Area (1.00)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning
      - Learning Graphical Models > Undirected Networks
        Markov Models (0.46)
      - Reinforcement Learning (0.70)
    - Representation & Reasoning (1.00)
  - Communications > Networks (0.88)
  - Modeling & Simulation (1.00)

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