Mindcraft Architecture and Tool Use with ChatGPT
Mindcraft ToolUse MinecraftAgents CommandInterface
01:30 The Mindcraft project combines ChatGPT with the Mineflayer framework to create “Andy,” a Minecraft bot that is both a conversational assistant and an in-world agent capable of acting in the game.
\"New Action\" and Behavior Synthesis in Mindcraft
NewAction BehaviorSynthesis ProgramGeneration ToolExtension
10:30 When Andy is asked to perform tasks not covered by predefined commands—such as building a custom house or digging a complex tunnel—Mindcraft gives ChatGPT access to a special new_action command.
Evaluating Andy's Capabilities and Failure Modes in Survival
AgentEvaluation SurvivalTasks FailureModes MinecraftSurvival
15:00 Andy is tested in a real survival session on a private server, cooperating with the human player and a collaborator (Kobe) to gather resources, craft tools, and survive hostile mobs.