Cognition, Planning, and Memory

NCP-AAI topic area — exam weight: 10%

Core cognitive processes underlying intelligent agent behavior, including reasoning strategies, decision-making, and memory management.

Ingested Material

• What Is Agent Memory? A Guide to Enhancing AI Learning and Recall
• An Introduction to Large Language Models: Prompt Engineering and P-Tuning
• Are Large Language Models In-Context Graph Learners?
• From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs
• Understanding the planning of LLM agents: A survey
• Jamba 1.5 LLMs Leverage Hybrid Architecture to Deliver Superior Reasoning and Long Context Handling