agentbyte

Design and develop a fully functional mini-application that simulates a simple traffic management system using the 'agentbyte' package. This application will model a city intersection with multiple lanes and vehicles, each represented as agents. Your goal is to demonstrate how these agents interact with each other and their environment to navigate through the intersection efficiently and safely.

### Features:
1. **Agent Representation:** Each vehicle should be modeled as an agent with attributes such as position, speed, direction, and state (e.g., moving, stopped).
2. **Environment Simulation:** Create an environment that includes roads, lanes, and traffic lights. Traffic lights should cycle between green, yellow, and red to manage the flow of traffic.
3. **Interaction Rules:** Define rules for how vehicles interact with each other and the environment. For example, vehicles must stop at red lights, accelerate when the light turns green, and yield to vehicles with the right of way.
4. **Visualization:** Implement a simple graphical user interface (GUI) or use a visualization library to display the simulation in real-time. Users should be able to see vehicles moving through the intersection, traffic lights changing, and any collisions or near-misses.
5. **User Interaction:** Allow users to add or remove vehicles from the simulation and adjust the timing of traffic lights.
6. **Performance Metrics:** Include metrics such as average wait time per vehicle, total number of collisions, and overall throughput of the system.

### Utilization of 'agentbyte':
- Use 'agentbyte' to define and manage the behavior of the agents (vehicles). This includes setting up their initial states, updating their positions based on interactions with the environment and other agents, and handling events such as changes in traffic light status.
- Leverage 'agentbyte's capabilities for creating complex multi-agent systems, including communication between agents, decision-making processes, and event handling mechanisms.
- Explore 'agentbyte's documentation and examples to understand how to implement behaviors like acceleration, deceleration, and lane-changing.

### Steps to Complete the Project:
1. Set up your development environment with Python and install the necessary packages, including 'agentbyte'.
2. Design the structure of your agents and environment based on the requirements outlined above.
3. Implement the basic functionalities of the agents and environment, ensuring that they can interact according to the defined rules.
4. Integrate a visualization component to make the simulation visible and interactive.
5. Test the application thoroughly, making adjustments to improve performance and fix bugs.
6. Document your code and provide instructions for running the simulation.
7. Optionally, extend the functionality of your application by adding more advanced features such as adaptive traffic light control based on traffic density.