Proposal for Cognitive Architecture and Transformer Integration: Online Learning from Agent Experience

We 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.