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https://github.com/gitsiddharth/hospitaled_simulation

Hospital ED Simulation is an AnyLogic-based discrete event simulation of an emergency department, enhanced with reinforcement learning for optimal resource allocation.
https://github.com/gitsiddharth/hospitaled_simulation

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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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README

        

# 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](LICENSE).

## Contact

For any questions or contributions, please contact Siddharth Jaiswal at [email protected]