The combination of natural language communication with search and planning is very exciting. Although it has been overshadowed by the popularity of ChatGPT, [1] demonstrates the capability of using intents generated through a strategic planning stage to drive convincing human-like dialogue (as tested in blitz Diplomacy).
I'm really interested in the creation of human-compatible agents. As you mention, these agents will likely be composed of multiple components which have specialised functionality.
[1] "Human-level play in the game of Diplomacy by combining language models with strategic reasoning", explores the integration of language models with strategic reasoning. https://www.science.org/doi/10.1126/science.ade9097
I'm really interested in the creation of human-compatible agents. As you mention, these agents will likely be composed of multiple components which have specialised functionality.
[1] "Human-level play in the game of Diplomacy by combining language models with strategic reasoning", explores the integration of language models with strategic reasoning. https://www.science.org/doi/10.1126/science.ade9097