ACTION_NUMBER
2

ACTION_PROMPT
TASK: {'description': 'Walk down the hallway to the room at the end.', 'priority': 'medium'}. Your final task is to NAVIGATE TO THE NEAREST CHAIR, and get as close to it as possible. There are 2 red arrows superimposed onto your observation, which represent potential actions. These are labeled with a number in a white circle, which represent the location you would move to if you took that action. NOTE: choose action 0 if you want to TURN AROUND or DONT SEE ANY GOOD ACTIONS. In order to complete the subtask {'description': 'Walk down the hallway to the room at the end.', 'priority': 'medium'} and eventually the final task NAVIGATING TO THE NEAREST CHAIR. Explain which action acheives that best. 

🎯 SCENE ANALYSIS for current direction (150°):
📍 Detected Objects and Their Locations:

🗺️ Spatial Object Mapping:
  - hallway (unknown): spatial_pos=unknown
  - door_frame (unknown): spatial_pos=unknown

🏠 Room Context: 

💡 Use this spatial information to make more informed navigation decisions!
Return your answer as {{'action': <action_key>}}. Note you CANNOT GO THROUGH CLOSED DOORS, and you DO NOT NEED TO GO UP OR DOWN STAIRS

ACTION_RESPONSE
Action 2 moves further down the hallway, which is the current subtask.  Therefore, I will choose action 2.

{{'action': 2}}

COT_EVALUATOR_RESPONSE
{'goal_rotate_degrees': 150, 'explorable_value': {'30': 0, '90': 0, '150': 7, '210': 0, '270': 5, '330': 2}, 'reason': {'30': 'Wall directly in front. No visible path or furniture suggesting proximity to a chair.', '90': 'Mostly wall with a sliver of a door frame, but the path is blocked by the wall itself.  Not promising for finding a chair.', '150': 'Clear view down a hallway. Hallways often connect to living areas and bedrooms where chairs are likely.', '210': 'Wall directly in front. No visible path or furniture suggesting proximity to a chair.', '270': 'A closed door presents an unknown area which could lead to a room with a chair.  Moderate score due to uncertainty.', '330': 'A door is visible, but it appears damaged or obstructed. Low score due to the unclear path.'}, 'cot_stats': {}}

COT_PLANNING_RESPONSE
{'goal_flag': False, 'subtask': {'description': 'Walk down the hallway to the room at the end.', 'priority': 'medium'}, 'goal_reason': 'Clear view down a hallway. Hallways often connect to living areas and bedrooms where chairs are likely.'}

GOAL_SUBGRAPH_RESPONSE
{'target_object': 'chair', 'subgraph_info': {'target_rooms': [], 'nodes_count': 0, 'edges_count': 0, 'vlm_semantic_hints': {}, 'subgraph_cached': True, 'construction_method': 'llm_generated'}, 'step_number': 0, 'episode_id': 289}