SlowGuess/NeurIPS_2023_OCR huggingface dataset:
Resource: Provides meat for food and leather for armor when killed.
Requirement: Needs to be killed, preferably using a weapon like a sword.
8. Tree:
Resource: Provides wood when chopped down, used for crafting various items and tools.
Requirement: Needs to be chopped down, preferably using an axe.
The last action taken by the player was move_west.
Interaction: Can walk over or look at.
Requirements met: Yes.
Interaction: Mine to collect stone.
Requirements met: Yes, you have a wood_pickaxe in your inventory.
Interaction: Walk on or follow.
Requirements met: Yes, no specific requirements to interact with a path.
Interaction: Collect using a bucket.
Requirements met: No, a bucket is needed to collect lava.
Interaction: Mine to collect coal.
6.Iron:
Interaction: Mine to collect iron ore.
Requirements met: No, a stone_pickaxe or better is needed to mine iron.
Interaction: Kill for resources.
Requirements met: Yes, but using a weapon like a sword is more efficient.
8.Tree:
Interaction: Chop down for wood.
Requirements met: Yes, but using an axe is more efficient. Currently, you don't have an axe, but you can still chop down the tree using your hands or other tools.
1. Create a stone_pickaxe:
Priority: 5/5
Reason: A stone_pickaxe will allow you to mine iron ore and collect more resources efficiently. Since you have the necessary stone and a wood_pickaxe, crafting a stone_pickaxe should be your top priority.
2. Collect more wood:
Priority: 4/5
Reason: Wood is essential for crafting numerous items and tools in the game. You're currently facing a tree, and although you don't have an axe, you can still collect wood using your hands or another tool.
3. Pursue and kill a cow for food and leather:
Priority: 3/5
Reason: Your food level is 7/9, and killing a cow will provide meat for sustenance and leather for armor. It's not a top priority but still important to ensure your survival in the game. Using a weapon like a sword will make this task more efficient.
Top Sub-task: Create a stone_pickaxe
1. A crafting table - You need a crafting table to create more advanced tools like the stone_pickaxe.
2. Stone - You already have two pieces of stone in your inventory, which is sufficient to craft a stone_pickaxe.
3. Wood - You need wood or wooden planks to create tool handles. Since you already have a wood_pickaxe, it is likely you
have crafted with wood before, so it is assumed you know the process of turning wood into planks.
1. Build a crafting table if you haven't already. To craft a table, collect wood from a tree, convert the wood into wooden planks, and then use four wooden planks to craft a table.
2. Once the crafting table is built, place it in front of you (if not already there).
3. Interact with the crafting table, and use the available stone and wood in your inventory to create a stone_pickaxe.
1. Priority 1: Move West (Requirement: Flat ground left to the agent.)
- You are currently facing a tree to your west, so move west to collect wood.
2. Priority 2: Do (Facing creature/item, i.e., tree; have necessary tool, i.e., wood_pickaxe.)
- Collect wood from the tree in front of you using your wood_pickaxe.
3. Priority 3: Place Table (Requirement: Wood in inventory.)
- Once you have collected enough wood and converted it into wooden planks, create a crafting table and place it in front of you.
4. Priority 4: Make Stone Pickaxe (Requirement: Nearby table; wood, stone in inventory.)
- Interact with the placed table, and use the available stone and wood in your inventory to create a stone_pickaxe.
5. Priority 5: Collect Iron (Requirement: Make Stone Pickaxe.)
- After crafting a stone_pickaxe, use it to collect iron in your environment, which is 4 steps to your south-east.
- Yes, the requirement is met. There is a flat ground (grass) 1 step to your north, and you can move west.
2. Priority 2: Do (Facing creature/item, i.e., tree; have necessary tool, i.e., wood_pickaxe)
- Yes, the requirements are met. The tree is directly in front of you, and you have a wood_pickaxe in your inventory.
- No, the requirement is not met yet. You need to first perform action Priority 2 (collect wood) before having the
necessary wood in your inventory to place a table.
- No, the requirement is not met yet. You need to first perform actions Priority 2 (collect wood) and Priority 3 (place
table) before being able to make a stone_pickaxe.
- No, the requirement is not met yet. You need to first perform actions Priority 2 (collect wood), Priority 3 (place table
), and Priority 4 (make stone_pickaxe) before you can collect iron.
Yes, the last player action (move_west) succeeded because there was a clear path for the player to move in the west direction, and nothing was blocking their way. The player's observation after taking the action shows that they have successfully moved one step to the west.
The best executable action from above is Priority 1: Move West (Requirement: Flat ground left to the agent). The requirement is met as there is a flat ground to the west, allowing the player to move in the desired direction.
**********Step: 53, Cumulative Reward: 0.0=
- grass 1 steps to your north
- stone 3 steps to your east
-path 3 steps to your south-east
- coal 5 steps to your south-east
- iron 4 steps to your south-east
-health:9/9
-food:7/9
- drink: 7/
-energy:8/9
- stone: 2
-coal:1
1. Grass: Resource provided - No specific resources. Requirement - None.
2. Stone: Resource provided - Stone for crafting tools and building. Requirement - Wood pickaxe or better.
3. Path: Resource provided - Easier movement, no resources. Requirement - None.
4. Lava: Resource provided - Can be a light source, dangerous, provides no resources. Requirement - Avoid contact.
5. Coal: Resource provided - Fuel for smelting in a furnace. Requirement - Wood pickaxe or better.
6. Iron: Resource provided - Iron for crafting better tools and weapons. Requirement - Stone pickaxe or better.
7. Cow: Resource provided - Food (meat) for restoring health. Requirement - Defeat cow to collect resource.
8. Tree (facing west): Resource provided - Wood for crafting tools, weapons and building. Requirement - Interact with tree (use hands or tools to cut).
The last action taken by the player was "move_west."
1. Grass: Requirements met, as there are no specific requirements for interacting with grass.
2. Stone: Requirements met, as you have a wood_pickaxe in your inventory, which is required to mine stone.
3. Path: Requirements met, as there are no specific requirements for walking on a path.
4. Lava: Requirements met for avoiding contact, do not interact with lava as it can be dangerous.
5. Coal: Requirements met, as you have a wood_pickaxe in your inventory, which is required to mine coal.
6. Iron: Requirements not met, as you need a stone pickaxe or better to mine iron; you only have a wood_pickaxe.
7. Cow: Requirements met, as there are no special requirements to interact with or defeat a cow.
8. Tree (facing west): Requirements met, as you can interact with the tree using your hands or tools to cut it down (you have a wood_pickaxe in your inventory).
1. Gather more wood by cutting down the tree you are facing (Priority: 5/5) - Wood is essential for crafting more tools, weapons, and building structures.
2. Mine more stone with your wood pickaxe (Priority: 4/5) - Stone is needed for crafting better tools such as a stone pickaxe, which is necessary for mining iron.
3. Defeat the cow nearby to collect meat (Priority: 3/5) - The meat will provide food to restore health when needed.
Requirements for the top sub-task (Gather more wood by cutting down the tree):
1. Face a tree - The player is currently facing a tree, so this requirement is met.
2. Have a tool capable of cutting wood - The player has a wood_pickaxe in their inventory.
Since the player is already facing a tree and has a wood_pickaxe in their inventory, they can proceed with the sub-task.
The player should take the following action first:
- Use the wood_pickaxe on the tree to gather wood.
1. Priority 1: Do - Use the wood_pickaxe on the tree to gather wood.
Requirement: Facing a tree and have a wood_pickaxe in your inventory (both requirements are currently met).
2. Priority 2: Move East - Move closer to the stone and other resources.
Requirement: Flat ground to the east of the player.
3. Priority 3: Make Stone Pickaxe - Craft a better pickaxe for gathering resources like iron.
Requirement: A nearby table; wood and stone in inventory (player will need more wood and stone).
4. Priority 4: Do - Collect coal and iron by using the stone_pickaxe.
Requirement: Facing coal or iron, and have a stone_pickaxe in your inventory (when stone_pickaxe is crafted).
5. Priority 5: Place Furnace - Place a furnace for smelting iron.
Requirement: Stone in inventory (player will need more stone).
Requirements met: Yes, the player is facing a tree and has a wood_pickaxe in their inventory.
2. Priority 2: Move East - Move closer to the stone and other resources. Requirements met: Yes, there is flat ground to the east of the player.
3. Priority 3: Make Stone Pickaxe - Craft a better pickaxe for gathering resources like iron. Requirements met: No, the player needs a nearby table and more wood and stone in their inventory.
4. Priority 4: Do - Collect coal and iron by using the stone_pickaxe. Requirements met: No, the player needs to have a stone_pickaxe in their inventory, which has not been crafted yet.
5. Priority 5: Place Furnace - Place a furnace for smelting iron. Requirements met: No, the player needs more stone in their inventory to place a furnace.
It is impossible to determine if the last player action succeeded since both Player Observation Step 104 and Player Observation Step 106 are identical. The situation remains the same in both steps, which indicates that either the action was unsuccessful, or the environment and player's status did not change as a result of the action. It's recommended to check the game's feedback or response after each action to understand if the action succeeded or not.
Priority 1: Do - Use the wood_pickaxe on the tree to gather wood.  
Requirements met: Yes, the player is facing a tree and has a wood_pickaxe in their inventory.
- Step: 54, Cumulative Reward: 0.0=You took action do.
- stone 3 steps to your east
-path 3 steps to your south-east
- tree 1 steps to your south
- lava 7 steps to your north-east
- coal 5 steps to your south-east
- iron 4 steps to your south-east
- cow 4 steps to your north-west
Your status:
-health:9/9
- food: 7/9
drink: 7/9
energy:8/9
1. Grass: Provides no resources; no requirement for interaction.
2. Stone: Provides stone resource; requires wood_pickaxe or better to collect.
3. Path: Provides no resources; can facilitate movement without any requirements.
4. Tree: Provides wood resource; can be collected using wood_pickaxe or better.
5. Lava: Provides no resources; must be avoided to prevent damage.
6. Coal: Provides coal resource; requires wood_pickaxe or better to collect.
7. Iron: Provides iron resource; requires stone_pickaxe or better to collect.
8. Cow: Provides food; can be chased and eaten to increase food level.
1. Grass: No requirements for interaction. Requirements met.
2. Stone: Requires wood_pickaxe or better to collect. As the player has wood_pickaxe in their inventory, requirements met.
3. Path: Can facilitate movement without any requirements, Requirements met.
4. Tree: Can be collected using wood_pickaxe or better. The player has wood_pickaxe in their inventory. Requirements met.
5. Lava: Must be avoided to prevent damage. There are no requirements for interaction, but it's recommended to avoid the lava.
6. Coal: Requires wood_pickaxe or better to collect. The player has wood_pickaxe in their inventory. Requirements met.
7. Iron: Requires stone_pickaxe or better to collect. The player only has a wood_pickaxe, so requirements are not met.
8. Cow: Can be chased and eaten to increase food level. No requirements for interaction. Requirements met.
1. Priority 4/5: Collect more stone using the wood_pickaxe to help create better tools and build structures. The player has 2 stone in inventory and needs more for crafting stone_pickaxe and other advanced tools or building bridges.
2. Priority 3/5: Chase and eat the cow to increase the food level. The current food level is  $7 / 9$  , and eating a cow can help restore it to full.
3. Priority 5/5: Craft a stone_pickaxe once enough stone is collected. This will enable the player to collect iron resources, which is required for crafting stronger tools and weapons.
Requirements for the top sub-task (collect more stone):
1. Have a wood_pickaxe (already in the player's inventory)
2. Locate stone resources (already identified 3 steps to the east)
The player should move east to reach the stone resources. After reaching the stone, use the wood_pickaxe to collect more stone.
1. Priority 1: Move East - Requirement: Flat ground to the right of the agent (Player observed stone 3 steps to the east).
2. Priority 2: Do - Requirement: Facing material (stone) and have a necessary tool (wood_pickaxe is in the player's inventory).
3. Priority 3: Move East - Requirement: Flat ground to the right of the agent (To explore further after collecting stone).
4. Priority 4: Move South - Requirement: Flat ground below the agent (To explore and potentially find more resources like iron and coal).
5. Priority 5: Make Stone Pickaxe - Requirement: Nearby table, wood and stone in inventory (Player has wood & stone, would need to place or find a table).
1. Priority 1: Move East - Yes, the requirement is met. There is flat ground to the right of the agent since the player observed stone 3 steps to the east.
2. Priority 2: Do - Not yet, the player needs to move closer to the stone and face it. The wood_pickaxe is in the player's inventory, which fulfills the tool requirement.
3. Priority 3: Move East - Yes, the requirement is met, as there is flat ground to the right of the agent.
4. Priority 4: Move South - Yes, the requirement is met, as there is flat ground below the agent with a tree 1 step to the south.
5. Priority 5: Make Stone Pickaxe - Not currently, the player has wood and stone in their inventory, but they need to place or find a table in order to craft the stone pickaxe.
Yes, the last player action "do" succeeded because the player faced a tree and had a wood_pickaxe in their inventory. As a result, the player collected wood, which is now present in their inventory.
The best executable action from above is Priority 1: Move East, as its requirement of flat ground to the right of the agent is met.
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- stone 2 steps to your east
- path 2 steps to your south-east
- tree 2 steps to your south-west
- lava 6 steps to your north-east
- coal 4 steps to your south-east
- iron 3 steps to your south-east
- cow 4 steps to your north-west
Your status:
-health:9/9
-food:7/9
drink: 7/9
energy:8/9
- wood: 1
- stone: 2
-coal:1
- wood_pickaxe:1
1. Stone: Provides stone resource, requires a wood_pickaxe or better to mine.
2. Path: Provides a route for movement, no requirements.
3. Tree: Provides wood resource, requires no tools or any tool to collect.
4. Lava: Hazardous; avoid, it can cause damage or death, no requirements.
5. Coal: Provides coal resource, requires a wood_pickaxe or better to mine.
6. Iron: Provides iron resource, requires a stone_pickaxe or better to mine.
7. Cow: Provides food when defeated, no specific requirements.
1. Stone: Yes, the requirements are met as you have a wood_pickaxe in your inventory.
2. Path: Yes, the requirements are met as there are no specific requirements for moving along the path.
3. Tree: Yes, the requirements are met as you don't need any specific tool to collect wood from the tree.
4. Lava: The requirement to avoid interaction is met, as there's no need to interact with the lava.
5. Coal: Yes, the requirements are met as you have a wood_pickaxe in your inventory.
6. Iron: No, the requirements are not met as you need a stone_pickaxe to mine iron, but you only have a wood_pickaxe in your inventory.
7. Cow: Yes, the requirements are met as there are no specific requirements for interacting with a cow.
1. Craft a Stone Pickaxe (Priority: 5/5): This task is essential as it will allow you to mine iron, which will lead to crafting better tools and weapons.
2. Collect Coal (Priority: 4/5): This task is important because coal is needed for smelting iron, which will help you craft iron tools and weapons, enhancing your progress in the game.
3. Collect Iron (Priority: 3/5): This task is of moderate priority as it requires a Stone Pickaxe to mine the iron. Once mined, you will be able to smelt it and craft more advanced tools and weapons.
1. Place Table: The player must have a table placed to perform crafting actions.
2. Collect Wood: The player needs enough wood in their inventory to create the pickaxe handle.
3. Collect Stone: The player needs enough stone in their inventory to create the pickaxe head.
The player should first place a Table if they don't have one in their immediate vicinity. Since the player has enough wood and stone in their inventory, they can proceed to craft a Stone Pickaxe by interacting with the placed Table.
1. Priority 1: Place Table (Requirement: Wood in inventory)
Since the player has enough wood in their inventory, they should place a Table to perform crafting actions.
2. Priority 2: Make Stone Pickaxe (Requirements: Nearby table, wood, and stone in inventory)
With the Table placed, the player can craft a Stone Pickaxe using the available wood and stone in their inventory.
3. Priority 3: Move East (Requirement: Flat ground right to the agent)
Moving east will bring the player closer to resources such as stone, coal, and iron. This will be helpful for future tasks and crafting.
4. Priority 4: Collect Drink (Requirement: No specific requirement)
Since the player's thirst level is 7/9, they should find a water source, such as a lake or a river, and drink from it to restore their thirst.
5. Priority 5: Collect Iron (Requirement: Make Stone Pickaxe)
As the player already crafted a Stone Pickaxe, they can now collect iron ore, which will be useful for crafting more advanced tools and weapons.
1. Priority 1: Place Table (Requirement: Wood in inventory) - Yes, the requirement is met. The player has 1 wood in their inventory.
2. Priority 2: Make Stone Pickaxe (Requirements: Nearby table, wood, and stone in inventory) - No, the requirement is partially met. The player has 1 wood and 2 stone in their inventory, but they need to place the table first.
3. Priority 3: Move East (Requirement: Flat ground right to the agent) - Yes, the requirement is met. The player faces flat ground to the east, so they can move in that direction.
4. Priority 4: Collect Drink (Requirement: No specific requirement) - Yes, the player can collect a drink, but they need to find a water source such as a lake or river first.
5. Priority 5: Collect Iron (Requirement: Make Stone Pickaxe) - No, the requirement is not met yet. The player needs to make a Stone Pickaxe first. After completing Priority 2, this requirement will be met.
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 without any obstacles.
The best executable action from the list above is Priority 1: Place Table (Requirement: Wood in inventory). Since the player has 1 wood in their inventory, they can place a table to perform crafting actions.
\(= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step: 56, Cumulative Reward: 0.0 \(= \equiv\) -You took action place_table.
- stone 2 steps to your east
-path2steps to your south-east
- tree 2 steps to your south-west
- lava 6 steps to your north-east
- coal 4 steps to your south-east
- iron 3 steps to your south-east
- cow 3 steps to your west
-health:9/9
-food:7/9
drink: 7/9
energy:8/9
- wood: 1
- stone: 2
- coal
- wood pickaxe: 1
1. Stone: Provides stone resource; requires a wood_pickaxe or better to mine it.
2. Path: Provides easy navigation; no requirements
3. Tree: Provides wood resource; no specific requirements, but having an axe can speed up the process.
4. Lava: Hazard to avoid; provides a natural light source and can be used to smelt items with a furnace if collected with a bucket.
5. Coal: Provides fuel for smelting; requires a wood_pickaxe or better to mine it.
6. Iron: Provides essential material for better tools and weapons; requires a stone_pickaxe or better to mine it.
7. Cow: Provides food resource and leather; no specific requirements, but having a sword can make it easier to kill the cow.
1. Stone: Yes, requirements met, as you have a wood_pickaxe in your inventory.
2. Path: Yes, requirements met, as there are no specific requirements to navigate the path.
3. Tree: Yes, requirements met, as there are no specific requirements to interact with the tree, although having an axe would speed up the process.
4. Lava: Yes and No, requirements for interaction (avoidance) are met because you can stay away from it, but for collection (using a bucket for smelting), the requirement of a bucket is not met.
5. Coal: Yes, requirements met, as you have a wood_pickaxe in your inventory
6. Iron: Yes, requirements met, as you have a stone_pickaxe in your inventory.
7. Cow: Yes, requirements met, as there are no specific requirements to interact with the cow, although having a sword would make it easier to kill the cow.
Answer:
1. Collect Iron (Priority: 5/5): Mine the iron to craft better tools and weapons, as you already have a stone_pickaxe in your inventory.
2. Collect more wood (Priority: 4/5): Interact with the tree to gather wood resources needed for crafting tools, weapons, and other essential items.
3. Hunt the cow (Priority: 3/5): Kill the cow to gather food to replenish your food supply and leather for crafting armor. This action becomes more important as the food level decreases.
Question: What are the requirements for the top sub-task? What should the player do first?
Answer:
For the top sub-task, which is to collect iron, the requirements are as follows:
1. Have a proper tool: In this case, the player should have a stone_pickaxe or higher to mine iron effectively.
Since the player already has a stone_pickaxe in their inventory, they can proceed with the task of collecting iron.
The player should do the following first:
1. Move towards the iron deposit: Navigate towards the iron, which is 3 steps to the south-east. Once adjacent to the iron block, use the stone_pickaxe to mine the iron ore.
Question: List top 5 actions the player should take and the requirement for each action. Choose ONLY from the list of all actions. Indicate their priority out of 5.
Answer:
1. Priority 1: Move South-East (Action 4 - Move South): Requirement: Flat ground below the agent.
Reason: To navigate towards the iron deposit in the south-east direction, the player should first move one step to the south.
2. Priority 2: Move East (Action 2 - Move East): Requirement: Flat ground right to the agent.
Reason: After moving south, move one step to the east to reach the iron deposit.
3. Priority 3: Do (Action 5 - Do): Requirement: Facing iron ore and equipped with the necessary tool (stone_pickaxe).
Reason: Use the stone_pickaxe to mine the iron ore once adjacent to it.
4. Priority 4: Move West (Action 1 - Move West): Requirement: Flat ground left to the agent.
Reason: After collecting the iron ore, move back to the previously placed table, which will require moving one step to the west.
5. Priority 5: Make Iron Pickaxe (Action 13 - Make Iron Pickaxe): Requirement: Nearby table, furnace; wood, coal, and iron in inventory.