Proposal for Cognitive Architecture and Transformer Integration: Online Learning from Agent Experience
Keywords:Cognitive Architecture, Generative Model, Transformer, Soar
AbstractWe explore the potential integration of Transformers, trained online in real-time using an agent's ongoing experiences, as a learning and memory component of a cognitive architecture such as Soar. We identify key challenges and potential capabilities enabled by such an integration.
Integration of Cognitive Architectures and Generative Models