Section 4: Brainstorm data collection strategy for your project
The project idea that my partner, Burhan, and I are considering, is creating an AI to solve tutorial/beginner level protein configurations in the game fold.it
. In order to "win" the game, the player must fold proteins into various configurations. The more efficient the fold, the more points the player wins. For this project, Burhan and I plan to ask the creators of fold.it for anonymized recordings of sessions played. We infer that the data is stored in accessible data structures that can be used as input data to our deep learning network. We plan to use this data to train our network using CNN or reinforcement learning.