Cognitive Learning

Cognitive learning research investigates how humans and artificial intelligence systems acquire and process information, aiming to understand and replicate intelligent behavior. Current research focuses on developing and evaluating models like large language models (LLMs) and Bayesian networks, analyzing their cognitive capabilities through benchmarks that assess reasoning, planning, and multi-modal understanding. This work is significant for advancing AI, improving human-computer interaction, and providing insights into the mechanisms of human cognition, with applications ranging from assistive technologies to improved educational tools.