Constructionist Agent in Minecraft for AI Literacy
A constructionist Agent in Minecraft that acts as a Socratic guide for students helping them form complex prompts and build structures such as houses, pyramids, etc while learning the fundamentals of mathematics and geometry.
The first challenge was building the complex tool calling functionality by prompting the Agent to create a detailed JSON plan which could then be parsed and executed deterministically. The next challenge was to ensure reliability of the plan which was acheived by adding a Verifier Agent and a feedback loop mechanism inspired from GAN models. Finally the biggest challenge was to ensure that students could learn the fundamentals of prompting - to do this we took the approach of scaffolding the Agent allowing for students to interact with it to build complex structures - learning along the way the details that made the fundamentals of a good prompt