Cognitive Architectures for Language Agents: A Framework for Building Intelligent Language Models. Large language models (LLMs) have achieved impressive results on many natural language tasks. However, to build truly intelligent agents, we need to equip LLMs with additional capabilities like memory, reasoning, learning, and interacting with the environment. A new paper titled "Cognitive Architectures for Language Agents" proposes a framework called CoALA to guide the development of such language agents. …