Automation of a game level

Khuzaib Aamir

AI Developer
OpenCV
Python
Automating the described scenario in MapleStory:
1. Monitoring Character Position:
- Continuously monitor the character's position on the screen using image recognition techniques.
- Check if the character falls off the subway train by detecting changes in its position relative to the train or certain landmarks.
2. Navigation Back to Subway Train:
- When the character falls off the train, calculate a path back to the subway train.
- Determine the optimal route by analyzing the game environment, obstacles, and available pathways.
- Simulate keyboard inputs or utilize game-specific APIs to control the character's movement and guide it back to the train along the calculated path.
3. Preventing Falls During Jump Attacks:
- Implement logic to detect when the character is performing jump attacks.
- Monitor the character's position and trajectory during jump attacks to prevent it from falling off the edge of the subway train.
- Adjust the character's movement or attack pattern as needed to maintain stability on the train platform.
4. Error Handling and Safety Measures:
- Implement error handling mechanisms to handle unexpected situations, such as changes in the game environment or failed navigation attempts.
- Incorporate safety measures to prevent excessive or reckless behavior that could lead to penalties or account restrictions.
5. Testing and Optimization:
- Test the automation script extensively in a controlled environment to ensure its reliability and effectiveness.
- Fine-tune the script based on observations and feedback to optimize its performance and adaptability to different game scenarios.
By following this approach, I created an automation script that effectively guides the character back to the subway train in MapleStory and prevents falls during jump attacks, enhancing the gaming experience and reducing the need for manual intervention.
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