ML//agent//Voyager

- Voyager is a 2023 agent architecture demonstrated in Minecraft: an automatic curriculum proposes progressive tasks, a skill library preserves reusable code, and environment feedback verifies behavior.

Voyager is a 2023 agent architecture demonstrated in Minecraft: an automatic curriculum proposes progressive tasks, a skill library preserves reusable code, and environment feedback verifies behavior.

The agent writes JavaScript functions as skills, stores them, and composes them for new tasks (demonstrated in Minecraft).

Key insight: executable skills turn successful trajectories into operational memory. The agent can build on past work instead of reconstructing it from prose every time.

More abstractly: curriculum drives exploration, the library compresses experience, and the environment supplies a reality check. The language model is only one component of the learning system.

tool use : : Voyager's useful capabilities emerge through code execution and feedback, not text generation alone