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alfworld-receptacle-preparer

这项技能验证并准备目标容器以接收物体。它在将物品放入容器(例如垃圾桶)之前被触发,以确保容器是可访问且合适的。该技能包括导航到容器、观察其状态(例如打开/关闭、是否被占用),以及执行任何必要的准备工作,比如打开它,从而得到一个可以使用的放置位置。

person作者: jakexiaohubgithub

Instructions

Trigger: This skill is invoked when the agent's goal requires placing an object into a target receptacle (e.g., "put X in/on Y").

Core Procedure

  1. Navigate: Use go to {target_receptacle} to move to the target receptacle's location.
  2. Observe: Upon arrival, carefully read the environment's observation. It will describe the receptacle's state and any contents.
  3. Analyze & Prepare: Based on the observation, determine if the receptacle is ready.
    • Ready State: The receptacle is described as present and accessible (e.g., "On the garbagecan 1, you see a cd 1."). No further action is needed. Proceed to place the object.
    • Blocked/Closed State: If the receptacle is closed, latched, or obstructed, use the appropriate action (open {recep}, toggle {obj} {recep}) to prepare it.
    • Invalid Target: If the observation indicates the receptacle does not exist or cannot be interacted with ("Nothing happened"), you must abort this skill and re-plan your task strategy.
  4. Confirm: After any preparatory action, observe the environment's feedback to confirm the receptacle is now ready.

Key Principles

  • Efficiency: This skill is a preparatory step. Do not spend turns searching for the object to be placed here. That is a separate "search" skill.
  • Context: The observation text is your only source of truth about the receptacle's state. Interpret it literally.
  • Idempotency: If the receptacle is already ready, this skill completes immediately with no action required beyond observation.

Example from Trajectory

Goal Context: "find two pen and put them in garbagecan." Skill Execution:

  1. Thought: "I'll check the garbage can first to ensure it's open and ready to receive items."
  2. Action: go to garbagecan 1
  3. Observation: "On the garbagecan 1, you see a cd 1."
  4. Analysis: The garbage can is present and accessible (a CD inside does not block new items). It is ready.
  5. Outcome: Skill completes. The agent proceeds to put pen 3 in/on garbagecan 1.