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Hospital ED Simulation is an AnyLogic-based discrete event simulation of an emergency department, enhanced with reinforcement learning for optimal resource allocation.

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hospitalED_simulation

How to Use This Project

  1. AnyLogic Model:
    Open the .alp file in the simulation/ folder using AnyLogic Personal Edition (or a compatible version). Run the simulation to observe the ED process and the impact of RL-based decisions.

  2. Documentation:

    • The PDF flowchart provides an overview of the process flow.
    • The LaTeX file contains the research paper that describes the model, methodology, and results.
  3. Customization:
    You can modify simulation parameters (e.g., arrival rates, treatment durations, severity thresholds) directly in the AnyLogic model. The RL agent’s logic is implemented via custom Java code within the model.

Requirements

  • AnyLogic Personal Edition (or compatible version)
  • Basic knowledge of Java for custom code modifications
  • LaTeX distribution (optional, for compiling the research paper)

License

This project is licensed under the MIT License.

Contact

For any questions or contributions, please contact Siddharth Jaiswal at siddharthjaiswal4040@gmail.com

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Hospital ED Simulation is an AnyLogic-based discrete event simulation of an emergency department, enhanced with reinforcement learning for optimal resource allocation.

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