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. The agent writes JavaScript functions as skills, stores them and composes them for new tasks.

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.

Executable skills turn successful trajectories into operational memory, so the agent can build on past work instead of reconstructing it from prose every time. More abstractly, the 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, and its useful capabilities come from code execution and feedback (tool use) more than from text generation.