zjunlp/alfworld-heat-object-with-appliance

Skill: Heat Object with Appliance

Purpose

Heat a specified object using a designated kitchen appliance to change its state (e.g., from cold to hot, raw to cooked) as required by a task.

Core Workflow

Follow this sequence of actions. Use the bundled validate_and_plan.py script to check for common preconditions before starting.

1. Navigate & Locate: Go to the location of the target object.
2. Acquire Object: Take the object from its current receptacle.
3. Navigate to Appliance: Go to the specified heating appliance.
4. Prepare Appliance:
   • If the appliance is closed, open it.
   • If the appliance contains other items, you may need to remove them (context-dependent). The default action is to close it and proceed, as some environments abstract this step.
5. Execute Heating: Use the heat {object} with {appliance} action.
6. Complete Task: Navigate to the final target location (e.g., a dining table) and put the heated object there.

Key Decision Points

• Appliance State: If the appliance is occupied, assess if the task implies clearing it. The trajectory shows proceeding without removal is sometimes valid.
• Object Location: The object may not be at the initial location. Be prepared to search other receptacles (e.g., fridge, countertop, cabinet) if not found.
• Alternative Appliances: If the primary appliance (e.g., microwave) is unavailable or broken, consider alternatives like a stoveburner.

Example

Task: "Heat some egg and put it on the diningtable."

Input: object: egg 1, appliance: microwave 1, target: diningtable 1

Sequence:

1. go to fridge 1 → Observation: "You are at fridge 1."
2. open fridge 1 → Observation: "You open the fridge 1. You see egg 1, ..."
3. take egg 1 from fridge 1 → Observation: "You pick up the egg 1 from the fridge 1."
4. go to microwave 1 → Observation: "You are at microwave 1."
5. heat egg 1 with microwave 1 → Observation: "You heat the egg 1 using the microwave 1."
6. go to diningtable 1 → Observation: "You are at diningtable 1."
7. put egg 1 in/on diningtable 1 → Observation: "You put the egg 1 in/on the diningtable 1."

Output: The egg 1 is heated and placed on the diningtable 1. Task complete.

Bundled Resources

• scripts/validate_and_plan.py: A utility to check the initial environment state against the skill's prerequisites.
• references/common_heating_appliances.md: A list of typical appliances and their properties in the ALFWorld environment.