Does anyone know if we can combine knowledge from different domains when training to play games? Example: have a language model read pieces of text about the ga

Does anyone know if we can combine knowledge from different domains when training to play games? Example: have a language model read pieces of text about the game, then feed the output of that into a model that's doing normal reinforcement learning. Maybe train them both at the same time? The hope is that the model can combine inputs from different domains and generalize better.