Alexander Braylan

Object-Model Transfer in the General Video Game Domain

2016 · Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment

A transfer learning approach is presented to address the challenge of training video game agents with limited data. The approach decomposes games into objects, learns object models, and transfers models from known games to unfamiliar …