budlighter
New member
Dear Valve Development Team,
Hello!
I am a long-time fan of your games, especially your new project Deadlock. I have noticed some aspects of the current ranking system in the game and would like to share my ideas on how it could be improved.
Problem:
Currently, the ranking system in Deadlock doesn't fully reflect the individual contribution of each player in a match. This is particularly noticeable for roles that aren't focused on getting kills, such as supports or heroes that concentrate on achieving game objectives. The lack of fair evaluation can lead to decreased motivation and satisfaction from playing.
My Solution:
I have developed a machine learning model that takes into account a wide range of game metrics to more accurately and fairly assess player performance. The model:
I sincerely believe that my solution can make a significant contribution to the development of Deadlock and increase player satisfaction. I would be delighted to discuss this with your team and work together to improve the gameplay.
Thank you for your time and consideration.
Hello!
I am a long-time fan of your games, especially your new project Deadlock. I have noticed some aspects of the current ranking system in the game and would like to share my ideas on how it could be improved.
Problem:
Currently, the ranking system in Deadlock doesn't fully reflect the individual contribution of each player in a match. This is particularly noticeable for roles that aren't focused on getting kills, such as supports or heroes that concentrate on achieving game objectives. The lack of fair evaluation can lead to decreased motivation and satisfaction from playing.
My Solution:
I have developed a machine learning model that takes into account a wide range of game metrics to more accurately and fairly assess player performance. The model:
- Considers the specific features of different roles (carry, mid, support), adjusting the weights of metrics accordingly.
- Evaluates individual contribution based on indicators such as KDA, damage dealt, damage to objectives, resources collected, and completion of key game objectives.
- Provides a transparent point allocation system, encouraging team play and active participation in achieving victory.
- Enhancing the gaming experience: Fair assessment increases player satisfaction and encourages them to return to the game.
- Stimulating teamwork: Players will be more motivated to help the team, knowing their contribution will be recognized.
- Attracting and retaining players: A more balanced ranking system can attract new players and retain existing ones.
- Review my detailed report and model prototype on https://github.com/budlightluk/Neon_Prime_MMR/tree/main
- Consider collaborating to integrate the model into the game and further optimize it using real data.
- Discuss ideas and receive feedback from your team to improve the model.
I sincerely believe that my solution can make a significant contribution to the development of Deadlock and increase player satisfaction. I would be delighted to discuss this with your team and work together to improve the gameplay.
Thank you for your time and consideration.
GitHub - budlightluk/Neon_Prime_MMR
Contribute to budlightluk/Neon_Prime_MMR development by creating an account on GitHub.
github.com