SlowGuess/NeurIPS_2023_OCR huggingface dataset:
1. Priority 1: Move South  
Requirement: Flat ground below the agent.  
Status: Met. The path is below the agent, providing flat ground for moving south.
2. Priority 2: Do Requirement: Facing creature or material; have the necessary tool (wood_pickaxe). Status: Not Met. The player is currently facing the path, not a resource. The player has the necessary tool, though.
3. Priority 3: Move West Requirement: Flat ground left to the agent. Status: Met. There is grass to the left (west) of the agent, allowing for movement in that direction.
4. Priority 4: Place Table Requirement: Wood in inventory. Status: Not Met. The player currently does not have wood in their inventory. They need to collect it first.
5. Priority 5: Make Stone Pickaxe  
Requirement: Nearby table; wood and stone in inventory.  
Status: Not Met. The player needs to have a table nearby, which is not currently placed. Additionally, the player needs wood in their inventory, which they don't have at the moment.
Yes, the last player action succeeded. The player took action "do" when facing stone and had a wood_pickaxe in their inventory, allowing them to collect the stone, which is evidenced by the increase in the stone count in their inventory from 1 to 2.
The best executable action from the list above is Priority 1: Move South, as its requirement (flat ground below the agent) is met.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  43, Cumulative Reward: 0.0  $= \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \cdot$
You see:
- grass 1 steps to your west
- stone 2 steps to your north-east
- path 1 steps to your east
- tree 2 steps to your west
- lava 7 steps to your north-east
- coal 2 steps to your south-east
You face iron at your front (south).
-health:9/9
-food:8/9
drink: 7/9
energy:8/9
- stone: 2
-coal:1
- wood_pickaxe: 1
QA
1. Grass: Provides no specific resources; no requirements.
2. Stone: Provides stone resource; requires wood_pickaxe or a higher-level pickaxe to collect.
3. Path: Provides safe ground for movement; no requirements.
4. Tree: Provides wood resource; requires an axe or other appropriate tool to collect.
5. Lava: Hazardous, provides no resources; stay away from it to avoid damage.
6. Coal: Provides coal resource; requires wood_pickaxe or a higher-level pickaxe to collect.
7. Iron: Provides iron resource; requires stone_pickaxe or a higher-level pickaxe to collect.
The last action taken by the player was "move_south."
1. Grass: No specific interaction requirements; requirements met.
2. Stone: Requires wood_pickaxe or a higher-level pickaxe to collect; requirements met (wood_pickaxe in inventory).
3. Path: No specific interaction requirements; requirements met.
4. Tree: Requires an axe or other appropriate tool to collect; requirements not met (no axe in inventory).
5. Lava: Hazardous, avoid interaction; no specific interaction requirements
6. Coal: Requires wood_pickaxe or a higher-level pickaxe to collect; requirements met (wood_pickaxe in inventory).
7. Iron: Requires stone_pickaxe or a higher-level pickaxe to collect; requirements not met (wood_pickaxe in inventory, but stone_pickaxe is needed).
Answer:
1. Priority 5: Craft a stone_pickaxe - This will allow the collection of iron and enable the creation of more advanced tools and weapons. To do this, the player needs more stone (they have 2, but at least 3 are needed).
2. Priority 4: Collect wood - Collecting wood is essential for crafting items, such as tools and weapons, and building structures. The player should find an appropriate tool (e.g., an axe) to efficiently collect wood from the nearby tree.
3. Priority 3: Maintain food, drink, and energy levels - The player needs to keep an eye on these levels to ensure survival. They can collect more resources to secure food and drink supplies and sleep when their energy is low.
Top sub-task: Craft a stone_pickaxe
1. Collect 3 stones (the player already has 2, so they need 1 more).
2. Use an existing table, or collect wood and place a table for crafting.
3. Use the table to craft the stone_pickaxe.
The player should first find and collect 1 more stone to fulfill the requirement of 3 stones. Since there is stone 2 steps to the north-east, the player can move in that direction and collect the stone.
1. Priority 1 - Move North: Flat ground above the agent.
Requirement: To get closer to the stone which is 2 steps to the north-east.
2. Priority 2 - Move East: Flat ground right to the agent.
Requirement: To reach the stone which was 2 steps to the north-east.
3. Priority 3 - Do: Facing creature or material; have necessary tool.
Requirement: Facing the stone and having the required tool (wood_pickaxe) in the inventory to collect it.
4. Priority 4 - Move West: Flat ground left to the agent.
Requirement: To head back towards the area where the player previously saw a table or suitable materials for crafting.
5. Priority 5 - Make Stone Pickaxe: Nearby table; wood, stone in inventory.
Requirement: The player must have 3 pieces of stone, a wood_pickaxe, and access to a nearby table. After collecting the additional stone in step 3, the player will have all the necessary resources to craft the stone_pickaxe.
1. Priority 1 - Move North: The requirement of flat ground above the agent is met.
2. Priority 2 - Move East: The requirement of flat ground right to the agent is met.
3. Priority 3 - Do: The agent is not currently facing the stone, so this requirement is not yet met. The agent does have the necessary tool (wood_pickaxe) in their inventory, so this part of the requirement is met.
4. Priority 4 - Move West: The requirement of flat ground left to the agent is met.
5. Priority 5 - Make Stone Pickaxe: The player currently has only 2 pieces of stone in their inventory and needs 3. Therefore, this requirement is not met. The other requirements, which are having a wood_pickaxe and access to a nearby table, are met.
Yes, the last player action "move_south" succeeded because there was an open space (flat ground) available to the south of the player, allowing them to move in that direction.
The best executable action from the list is Priority 1 - Move North, as its requirement of flat ground above the agent is met.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step: 44, Cumulative Reward: 0.0$
- stone 1 steps to your east
- path 1 steps to your south
- tree 3 steps to your west
- lava 5 steps to your north-east
- coal 3 steps to your south-east
- iron 2 steps to your south
- cow 6 steps to your north-west
- food: 8/9
1. Grass: Provides no resources, no requirements.
2. Stone: Provides stone, requires wood_pickaxe to mine.
3. Path: Provides easier navigation, no requirements.
4. Tree: Provides wood, no requirements to start interaction.
5. Lava: Dangerous, can cause damage, no resources, avoid it.
6. Coal: Provides coal, requires wood_pickaxe to mine.
7. Iron: Provides iron, requires stone_pickaxe to mine
8. Cow: Provides food, no requirements to start interaction.
1. Grass: No requirements to interact; requirements met.
2. Stone: Requires wood_pickaxe to mine; requirements met (wood_pickaxe in the inventory).
3. Path: No requirements; requirements met.
4. Tree: No requirements to start interaction; requirements met.
5. Lava: Avoid it; no requirements to meet.
6. Coal: Requires wood_pickaxe to mine; requirements met (wood_pickaxe in the inventory).
7. Iron: Requires stone_pickaxe to mine; requirements not met (no stone_pickaxe in the inventory).
8. Cow: No requirements for interaction; requirements met.
1. Craft a stone_pickaxe (Priority: 5): Collect more stone using a wood_pickaxe to craft a stone_pickaxe.
2. Mine iron (Priority: 4): After crafting a stone_pickaxe, mine the iron to collect it for making iron tools and weapons later.
3. Gather more food and drink (Priority: 3): Interact with the cow to collect food and find a water source to refill the drink meter.
Requirements for the top sub-task (Craft a stone_pickaxe):
1. Collect more stone: The player already has a wood_pickaxe in their inventory, so they can mine stone from nearby stone blocks.
2. Have a table: To craft a stone_pickaxe, the player needs a table. If the player doesn't have one, they need to collect more wood and then place a table.
1. Check if they have a table: If they don't have one, they need to collect more wood to craft and place a table.
2. Mine stone with the wood_pickaxe: Collect more stone by using the wood_pickaxe on nearby stone blocks.
Reason: To get closer to the stone block and mine it for crafting a stone_pickaxe later.
2. Priority 2: Do
Requirement: Facing creature or material; have necessary tool.
Reason: Use the wood_pickaxe to mine the stone block when standing next to the stone block.
3. Priority 3: Move West
Reason: If the player doesn't have a table, they should move closer to the tree to collect wood.
4. Priority 4: Do
Reason: Use the wood_pickaxe to chop down the tree when standing next to the tree, to collect wood for crafting a table.
5. Priority 5: Place Table
Reason: Place a table if the player has enough wood in their inventory, so they can later craft the stone_pickaxe using the table.
1. Priority 1: Move East
Requirement: Flat ground right to the agent.
Requirement Met: Yes (path 1 step to your east)
2. Priority 2: Do
Requirement Met: Not yet (the player needs to move towards and face the stone block, which requires moving east)
Requirement: Flat ground left to the agent.
Requirement Met: Yes (grass 1 step to your west)
4. Priority 4: Do
Requirement Met: Not yet (the player needs to move towards and face the tree, which requires moving west)
Requirement Met: No (the player currently does not have wood in their inventory)
Yes, the last player action (move_north) succeeded because there was flat ground (grass) in the north direction, which allowed the player to move without any obstacles.
Requirement Met: Yes (path 1 step to your east)
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  45, Cumulative Reward: 0.0  $= \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \cdot$
- grass 1 steps to your west
- path 1 steps to your south
- tree 3 steps to your west
- lava 5 steps to your north-east
- coal 3 steps to your south-east
- iron 2 steps to your south
- cow 6 steps to your north-west
Your status
-health:9/9
-food:8/9
drink:7/9
-energy:8/9
- stone: 2
-coal:1
- wood_pickaxe: 1
1. Stone: Provides stone resource; requires a wood_pickaxe or better to collect.
2. Grass: Can be turned into saplings for planting; no specific requirements to collect.
3. Path: Provides ease of movement; no specific requirements.
4. Tree: Provides wood resource; no specific requirements to collect.
5. Lava: Dangerous to touch, can be used as a fuel source; requires a container to safely collect.
6. Coal: Provides coal resource, essential for smelting; requires a wood_pickaxe or better to collect.
7. Iron: Provides iron resource, used to make stronger tools and weapons; requires a stone_pickaxe or better to collect.
8. Cow: Provides food when defeated; no specific requirements to defeat.
1. Stone: Yes, the requirements are met as the player has a wood_pickaxe in their inventory.
2. Grass: Yes, there are no specific requirements to collect grass.
3. Path: Yes, there are no specific requirements to interact with the path.
4. Tree: Yes, there are no specific requirements to collect wood from the tree.
5. Lava: No, the player does not have a container to safely collect lava.
6. Coal: Yes, the requirements are met as the player has a wood_pickaxe in their inventory.
7. Iron: No, the player does not yet have a stone_pickaxe or better to collect the iron.
8. Cov: Yes, there are no specific requirements to defeat the cow for food. However, having a weapon like a sword would be helpful.
Answer:
1. Craft a stone_pickaxe (Priority: 5/5): Drafting a stone_pickaxe will allow the player to collect iron, which is essential for creating better tools and weapons. The player has the necessary wood_pickaxe and stone in their inventory to craft it near a table.
2. Collect iron (Priority: 4/5): Once the player has crafted a stone_pickaxe, they should collect iron to be able to craft upgraded tools and weapons. Iron is 2 steps to the south in the current observation.
3. Defeat the cow for food (Priority: 3/5): With sufficient food, the player can maintain their health and stay active in the game. The cow is 6 steps to their north-west, and while a weapon like a sword would be useful, it is not strictly necessary for defeating the cow.
The requirements for the top sub-task (Craft a stone_pickaxe) are:
1. A nearby table: The player must be close to a table to craft a stone_pickaxe.
2. Stone in the inventory: The player needs to have stone in their inventory to create the tool.
3. Wood_pickaxe: Since the player already has a wood_pickaxe, they will be able to collect more stone if needed.
The first thing the player should do is find or craft a table. As we don't have any information about a table being nearby, the player should craft a table by placing it, as they have enough wood in their inventory to do so (mentioned in Player Observation Step 88). Once the table is crafted and placed, the player can then craft the stone_pickaxe.
1. Priority 1: Place Table (Requirement: Wood in inventory)
The player should place a table to enable crafting the stone_pickaxe. They have enough wood in their inventory (based on Player Observation Step 88).
2. Priority 2: Make Stone Pickaxe (Requirements: Nearby table; wood, stone in inventory)
After crafting the table, the player should use it to craft the stone_pickaxe. They have enough wood and stone in their inventory (based on Player Observation Step 90).
3. Priority 3: Move South (Requirement: Flat ground below the agent)
The player should move south to get closer to both coal and iron resources since they will need more coal and iron for future crafting.
4. Priority 4: Do (Facing coal; wood_pickaxe or stone_pickaxe in hand)
The player should mine the coal once they are adjacent to it. They require a wood_pickaxe or stone_pickaxe to mine the coal. The player currently has the wood_pickaxe and will have the stone_pickaxe after performing Priority 2.
5. Priority 5: Move South (Requirement: Flat ground below the agent)
After collecting coal, the player should continue moving south toward the iron resource to mine it next.
Question: For each action in the list, are the requirements met?
Answer:
1. Priority 1: Place Table (Requirement: Wood in inventory)
Yes, the requirement is met. Based on Player Observation Step 88, the player has wood in their inventory.
2. Priority 2: Make Stone Pickaxe (Requirements: Nearby table; wood, stone in inventory)
This action will be available after the player performs Priority 1 (placing the table). Based on Player Observation Step 90, the player has enough wood and stone in their inventory.
3. Priority 3: Move South (Requirement: Flat ground below the agent)
Yes, the requirement is met. Based on Player Observation Step 90, there is a path 1 step to the player's south.
4. Priority 4: Do (Facing coal; wood_pickaxe or stone_pickaxe in hand)
Yes, the requirements are met. Based on Player Observation Step 90, the player has a wood_pickaxe in hand. After performing Priority 2, the player will also have a stone_pickaxe.
5. Priority 5: Move South (Requirement: Flat ground below the agent)
Yes, this requirement is met. Following Priority 3 (moving south once), the player will be closer to the iron resource. Based on Player Observation Step 90, there is flat ground (path) 1 step to the player's south.
Yes, the last player action (move_east) succeeded because there was flat ground (grass) to the east of the player, allowing them to move in that direction.
The best executable action from the list above is Priority 1: Place Table (Requirement: Wood in inventory). The player has enough wood in their inventory, so they can place the table to enable crafting the stone_pickaxe.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step: 46, Cumulative Reward: 0.0$
- cow 5 steps to your north-west
1. Grass: Provides a resource for planting saplings and growing crops; no requirements to interact with.
2. Path: Allows easy movement and traversal; no requirements to interact with.
3. Tree: Provides wood, a resource for crafting items; requires a tool or hand to chop down.
4. Lava: Can be used as a fuel in furnaces or as a means to dispose of items, but also poses a danger to touch; requires a bucket to collect.
5. Coal: Provides a resource for fuel in furnaces and torches; requires a wood or higher tier pickaxe to mine.
6. Iron: Provides a resource for crafting items and tools; requires a stone or higher tier pickaxe to mine.
7. Cow: Provides food when killed and leather for armor and crafting; requires a weapon or hand to kill.
1. Grass: Yes, the requirements are met for interaction as no specific tools are needed.
2. Path: Yes, the requirements are met for interaction as no specific tools are needed.
3. Tree: Yes, the requirements are met for interaction as you have a wood_pickaxe in your inventory.
4. Lava: No, the requirements are not met for interaction as you need a bucket to safely collect it.
5. Coal: Yes, the requirements are met for interaction as you have a wood_pickaxe in your inventory.
6. Iron: Yes, the requirements are met for interaction as you have a wood_pickaxe in your inventory, which is enough to mine iron.
7. Cov: Yes, the requirements are met for interaction as you can attack it with your hand or the wood_pickaxe, although a sword would be more efficient.
1. Mine Iron (Priority: 5/5): Collect iron using the wood_pickaxe to upgrade tools and weapons.
2. Collect and Drink Water (Priority: 4/5): Restore the player's thirst level by finding a water source and drinking from it.
3. Kill Cow for Food (Priority: 3/5): Attack the cow using your hand or wood_pickaxe to obtain food items for replenishing the player's hunger.
Top Sub-task: Mine Iron
1. Possess a wood or stone pickaxe.
2. Locate Iron blocks within the environment.
3. Face the Iron block and start mining
As the player meets the requirements already (having a wood_pickaxe in their inventory and iron 2 steps to the south), the first thing the player should do is move south two steps to reach the iron block.
1. Priority 1: Move South (requirement: Flat ground below the agent)
2. Priority 2: Move South (requirement: Flat ground below the agent)
3. Priority 3: Do (requirement: Facing Iron block and have necessary tool - wood_pickaxe)
4. Priority 4: Move North (requirement: Flat ground above the agent)
5. Priority 5: Move North (requirement: Flat ground above the agent)
1. Priority 1: Move South (requirement: Flat ground below the agent) - Yes, there is a path 1 step to the South.
2. Priority 2: Move South (requirement: Flat ground below the agent) - Yes, assuming that the first Move South is taken, there should be flat ground for the second move.
3. Priority 3: Do (requirement: Facing Iron block and have necessary tool - wood_pickaxe) - Yes, the player is facing the Iron block (2 steps to the South) and has a wood_pickaxe in their inventory.
4. Priority 4: Move North (requirement: Flat ground above the agent) - Yes, the flat ground will be available after the completion of the previous South moves and the Do action.
5. Priority 5: Move North (requirement: Flat ground above the agent) - Yes, assuming that the first Move North is taken, there should be flat ground for the second move in this direction.
Yes, the last player action succeeded because based on the observation step 92, they placed the table. The player had the required wood in their inventory and the faced stone, which indicated that there was enough space for the table to be placed.
The best executable action from the list is Priority 1: Move South (requirement: Flat ground below the agent), as it meets the requirement and brings the player closer to the iron block.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step: 47, Cumulative Reward: 0.0$
- grass 1 steps to your west
- stone 2 steps to your north-east
- path 1 steps to your east
- tree 2 steps to your west
- lava 7 steps to your north-east
- coal 2 steps to your south-east
-health:9/9
- food: 8/9
drink: 7/9
energy:8/9
1. Grass - Resource provided: Block or sapling for planting. Requirement: None.
2. Stone - Resource provided: Stone material for crafting or building. Requirement: Wood pickaxe to collect.
3. Path - Resource provided: Movement without restriction. Requirement: None.
4. Tree - Resource provided: Wood for crafting, building, or making tools. Requirement: None.
5. Lava - Resource provided: Hazard to avoid. Requirement: None. Do not interact with lava.
6. Coal - Resource provided: Coal for smelting and crafting. Requirement: Wood pickaxe to collect.
7. Iron - Resource provided: Iron material for crafting, tools or weapons. Requirement: Stone pickaxe to collect.
8. Cow - Resource provided: Food and leather when killed. Requirement: Tool or weapon to defeat.
1. Grass - Requirement: None. Yes, the requirements are met for interaction.
2. Stone - Requirement: Wood pickaxe to collect. Yes, the requirements are met since you have a wood_pickaxe in your inventory.
3. Path - Requirement: None. Yes, the requirements are met for interaction.
4. Tree - Requirement: None. Yes, the requirements are met for interaction.
5. Lava - Requirement: None. Do not interact with lava, as it's hazardous.
6. Coal - Requirement: Wood pickaxe to collect. Yes, the requirements are met, as you have a wood_pickaxe in your inventory.
7. Iron - Requirement: Stone pickaxe to collect. No, the requirements are not met since you only have a wood_pickaxe in your inventory.
8. Cow - Requirement: Tool or weapon to defeat. No, the requirements are not met since you don't have a weapon in your inventory.
1. Craft a stone pickaxe (Priority: 5/5) - This will allow you to collect iron and upgrade your tools further.
2. Collect more wood (Priority: 4/5) - Wood is essential for crafting, making tools, and building structures, and having more in your inventory will be useful for future needs.
3. Defeat a cow and obtain food (Priority: 3/5) - While your food status is not critical right now, obtaining more food can help maintain your health and prepare for any combat situations that may arise. Note that you might first need to craft a weapon to make this task easier.
The top sub-task's requirements are:
1. Collect stone: You need stone to craft a stone pickaxe. You already have some stone in your inventory, but you might need a little more.
2. Place table: You need a table to craft the stone pickaxe. As the table is already placed, this requirement is fulfilled.
3. Make stone pickaxe: Craft the pickaxe using the table and available resources in your inventory.
The first thing the player should do is to make sure they have enough stone in their inventory. If not, they should collect more using the wooden pickaxe. Once they have enough stone, the player should use the placed table to craft the stone pickaxe.
1. Priority 1 - Do: (Facing creature or material; have necessary tool)
Requirement: Approach iron ore and use the wood_pickaxe in the inventory to collect more iron.
2. Priority 2 - Move East: (Flat ground right to the agent)