Enhance Python Backgammon AI with Tensorflow
Budget: €30 – €250 EUR
I am in need of a specialist able to upgrade the AI for my Python-based backgammon game. Currently, the AI employs Logistic Regression for the easy level, but relies on random decision-making for medium and hard levels—an aspect I want revamped.
The freelancer chosen for this project will need to implement Tensorflow machine learning for the medium and hard levels, and craft it to be conscientious of user aggression. Specifically, I want it to adapt to users who prefer high risk maneuvers.
The refinements I desire are:
- Better decision-making: The AI should be able to analyze gameplay and make strategic choices.
- More aggressive gameplay: The AI needs to match the assertiveness of aggressive players.
- Optimized AI performance: Overall, the AI should offer a challenging, yet responsive and enjoyable gaming experience.
This work is for a thesis, so it is crucial that you have a deep understanding of Python and machine learning, specifically Tensorflow, logistic regression, and game artificial intelligence algorithms. Experience with AI in gaming software will be highly advantageous.
The freelancer chosen for this project will need to implement Tensorflow machine learning for the medium and hard levels, and craft it to be conscientious of user aggression. Specifically, I want it to adapt to users who prefer high risk maneuvers.
The refinements I desire are:
- Better decision-making: The AI should be able to analyze gameplay and make strategic choices.
- More aggressive gameplay: The AI needs to match the assertiveness of aggressive players.
- Optimized AI performance: Overall, the AI should offer a challenging, yet responsive and enjoyable gaming experience.
This work is for a thesis, so it is crucial that you have a deep understanding of Python and machine learning, specifically Tensorflow, logistic regression, and game artificial intelligence algorithms. Experience with AI in gaming software will be highly advantageous.