SlowGuess/NeurIPS_2023_OCR huggingface dataset:
Requirement: Move towards the coal deposit to mine it.
3. Priority 3 - Do: (Facing creature or material; have necessary tool)
Requirement: Use the wood_pickaxe to collect coal
4. Priority 4 - Make Stone Pickaxe: (Nearby table; wood, stone in inventory)
Requirement: Make sure to have enough stone in inventory, then craft the stone pickaxe using the table.
5. Priority 5 - Make Iron Pickaxe: (Nearby table, furnace; wood, coal, iron in inventory)
Requirement: Collect enough iron and coal, then craft the iron pickaxe using the table and furnace.
Requirements met: Yes, the player is facing iron ore and has a wood_pickaxe in their inventory.
Requirements met: Yes, there is flat ground (path) to the east of the player.
Requirements met: No (only after Priority 2), the player needs to move towards the coal (east) before they can mine it with their wood_pickaxe.
Requirements met: No, the player does not have enough wood and stone in their inventory to create a stone pickaxe.
Requirements met: No, the player does not have all the required resources in their inventory (iron, coal, and wood) to make an iron pickaxe. They also need to make sure the table and furnace are nearby.
Yes, the last player action "move_south" succeeded because there was flat ground (path) in the south direction, which allowed the player to move to that location.
The best executable action from the list above is Priority 1:
Do: (Facing creature or material; have necessary tool)
Requirements met: Yes, the player is facing iron ore and has a wood_pickaxe in their inventory. This action allows the player to collect more iron.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  48, 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 took action do
- 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: Provides no resources. Requirements: None.
2. Stone: Provides stone resource. Requirements: Use a wood pickaxe or better to mine.
3. Path: Provides safe passage. Requirements: None.
4. Tree: Provides wood resource. Requirements: Use an ax, a chopping tool, or your hands to collect.
5. Lava: Provides light and heat, but can damage the player. Requirements: Do not touch or move too close to lava.
6. Coal: Provides coal resource. Requirements: Use a wood pickaxe or better to mine
7. Iron: Provides iron resource. Requirements: Use a stone pickaxe or better to mine.
1. Grass: Yes, the requirements are met for interaction. No specific tool is needed to interact with grass.
2. Stone: Yes, the requirements are met for interaction since the player has a wood_pickaxe in their inventory.
3. Path: Yes, the requirements are met for interaction. The player can move on the path
4. Tree: Yes, the requirements are met for interaction. The player can collect wood from the tree without any specific tools or can use an ax if they have one.
5. Lava: The requirements are met only for observing and avoiding interaction. The player should not touch or move too close to lava.
6. Coal: Yes, the requirements are met for interaction since the player has a wood_pickaxe in their inventory.
7. Iron: No, the current requirements are not met for interaction, as the player would need a stone pickaxe or better to mine iron. The player only has a wood_pickaxe in their inventory.
1. Craft a stone pickaxe (Priority 5): Collect enough stone by mining with the wood pickaxe and craft a stone pickaxe using the collected stone. This will allow the player to mine the iron resource, among other resources.
2. Collect more coal (Priority 4): Mine the coal with the wood pickaxe to gather more coal for smelting iron and other possible uses in the future.
3. Collect wood/resources from the tree (Priority 3): Collect wood from the tree using either hands or an ax if available, as wood is a valuable resource for crafting tools and building shelters.
Top Sub-task: Craft a stone pickaxe
- Collect 3 pieces of stone using the wooden pickaxe
- Create the stone pickaxe by using a crafting table (if not available, collect more wood to craft a table first)
- Look for nearby stone resources (there's stone 2 steps to the north-east in the current observation) and mine them using the wooden pickaxe until 3 pieces of stone have been gathered. Later, locate a crafting table or create one if needed, and use it to craft the stone pickaxe.
1. Priority 1: Move North-East (Move towards the stone)
Requirement: Flat ground in the north-east direction.
2. Priority 2: Do (Mine the stone using the wooden pickaxe)
Requirement: Facing the stone and having a wooden pickaxe in the inventory.
3. Priority 3: Move to Crafting Table (Move towards a crafting table or find a suitable place to place one)
Requirement: Flat ground in the direction of a crafting table or a suitable location.
4. Priority 4: Place Table (Place a crafting table)
Requirement: Wood in the inventory (if a crafting table isn't already present at the location).
5. Priority 5: Make Stone Pickaxe (Craft the stone pickaxe)
Requirement: Nearby table and at least 3 pieces of stone and 1 piece of wood in the inventory.
1. Priority 1: Move North-East (Move towards the stone)
Requirement: Flat ground in the north-east direction.
Status: Requirement met (stone is 2 steps to the north-east)
2. Priority 2: Do (Mine the stone using the wooden pickaxe)
Requirement: Facing the stone and having a wooden pickaxe in the inventory.
Status: Requirement NOT met (currently facing iron, not stone)
3. Priority 3: Move to Crafting Table (Move towards a crafting table or find a suitable place to place one)
Requirement: Flat ground in the direction of a crafting table or a suitable location.
Status: Requirement met (path 1 step to the east, suitable location for a crafting table)
4. Priority 4: Place Table (Place a crafting table)
Requirement: Wood in the inventory (if a crafting table isn't already present at the location).
Status: Requirement NOT met (no wood currently in the inventory)
5. Priority 5: Make Stone Pickaxe (Craft the stone pickaxe)
Requirement: Nearby table and at least 3 pieces of stone and 1 piece of wood in the inventory.
Status: Requirement NOT met (currently have only 2 stones and no wood in inventory, no table mentioned in the observation)
It is unclear if the last player action succeeded, as there is no change in the player's inventory or observations between Step 94 and Step 96. The player's wood_pickaxe should be sufficient to mine iron, but without more information, we cannot determine if the action succeeded or failed.
Priority 1: Move North-East (Move towards the stone)
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  49, Cumulative Reward: 0.0  $= \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \cdot$
- 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
1. Stone: Provides stone resource, requires a wood_pickaxe or better to collect.
2. Path: No resources provided but allows easier movement.
3. Tree: Provides wood resource, requires no specific tool, but using an axe is more efficient.
4. Lava: Can be used as a fuel source, but requires a bucket to collect and caution as it can damage your health.
5. Coal: Provides coal resource, requires a wood_pickaxe or better to collect.
6. Iron: Provides iron resource, requires a stone_pickaxe or better to collect.
7. Cow: Provides food (meat) resource, requires no specific tool, attacking it until it drops the resource.
1. Stone: Yes, the requirements are met as you have a wood_pickaxe in your inventory.
2. Path: Yes, there are no specific requirements to interact with a path.
3. Tree: Yes, there are no specific requirements to interact with a tree.
4. Lava: No, the requirements are not met as you do not have a bucket in your inventory.
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 or better, and you only have a wood_pickaxe.
7. Cow: Yes, there are no specific requirements to interact with a cow.
1. Priority 5/5: Craft a stone_pickaxe to collect iron - Find or gather more stone to meet the requirements for crafting a stone_pickaxe. Having a stone_pickaxe will allow you to collect iron.
2. Priority 4/5: Collect wood from the nearby tree - Wood is necessary for crafting various tools and building materials. As there is a nearby tree, it would be convenient to collect more wood.
3. Priority 3/5: Find a water source to drink - Your drink level is a little low (7/9). To increase this, you should locate a water source and drink water to replenish your drink level.
The requirements for the top sub-task, crafting a stone_pickaxe, are:
1. Collect at least 3 units of stone - The player has 2 units of stone in their inventory; they need to collect one more unit.
2. Have a wood_pickaxe - The player already meets this requirement with 1 wood_pickaxe in their inventory.
3. Access to a crafting table - The player can craft a table using wood and place it, or they can find an existing crafting table.
The player should first find and interact with the nearby stone by using their wood_pickaxe to gather at least one more unit of stone. This way, they will have enough stone to craft the stone_pickaxe.
1. Priority 1 - Move East: The player needs to be on flat ground to their right (east) to complete this action. This will get the player closer to the stone that they need to collect.
2. Priority 2 - Do: The player must face the stone and have the necessary tool (wood_pickaxe) to collect it. Since the player already has a wood_pickaxe in their inventory, they can collect the stone by completing this action.
3. Priority 3 - Move West: To return to their initial position, the player needs flat ground to their left (west).
4. Priority 4 - Place Table: The player must have wood in their inventory to complete this action. They should place the table to create a crafting surface.
5. Priority 5 - Make Stone Pickaxe: The player needs access to a table, and they should have at least 3 units of stone in their inventory by now. Crafting a stone_pickaxe requires the table and the stone they've collected.
1. Move East: Yes, the requirement for flat ground to the player's right (east) is met, as there is a path 1 step to the player's east.
2. Do (Collect Stone): No, the requirement for facing the stone is not met. The player must face east to face the stone instead of facing grass (north) as they currently are.
3. Move West: Yes, the requirement for flat ground to the player's left (west) is met, as there is grass 1 step to the player's west.
4. Place Table: No, the requirement for having wood in the player's inventory is not met. The player must collect wood first.
5. Make Stone Pickaxe: No, the requirements for having access to a table and 3 units of stone in the inventory are not met. The player must first collect more stone and wood, then craft and place a table.
Yes, the last player action "move_north" succeeded because there was flat ground (grass) on the north side of the player, allowing them to move in that direction.
The best executable action from the list above is to "Move East" because the requirement of flat ground to the player's right (east) is met, as there is a path 1 step to the player's east.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  50, Cumulative Reward: 0.0  $= \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \cdot$
- path 1 steps to your sout
-iron2steps to your south
- cow 7 steps to your north-west
- drink: 7/9
1. Grass (1 step to your west): Provides no resource. No requirements.
2. Path (1 step to your south): Provides no resource. No requirements.
3. Tree (3 steps to your west): Provides wood. Requires wood_pickaxe to collect.
4. Lava (5 steps to your north-east): Provides no resource. Dangerous to approach, avoid.
5. Coal (3 steps to your south-east): Provides coal. Requires wood_pickaxe to collect.
6. Iron (2 steps to your south): Provides iron. Requires stone_pickaxe to collect
7. Cow (7 steps to your north-west): Provides food. No specific requirements, just approach and interact.
Note: Stone is also in the current observation, at the player's front (east). However, since the player is standing directly in front of it, I excluded it from this list. Stone provides stone and requires a wood_pickaxe to collect.
1. Grass (1 step to your west): No requirements, interaction possible.
2. Path (1 step to your south): No requirements, interaction possible.
3. Tree (3 steps to your west): Requires wood_pickaxe to collect. The requirement is met as the player has a wood_pickaxe in their inventory.
4. Lava (5 steps to your north-east): Dangerous to approach, avoid. Interaction is not recommended.
5. Coal (3 steps to your south-east): Requires wood_pickaxe to collect. The requirement is met as the player has a wood_pickaxe in their inventory.
6. Iron (2 steps to your south): Requires stone_pickaxe to collect. The requirement is not met as the player only has a
wood_pickaxe in their inventory
7. Cow (7 steps to your north-west): No specific requirements, just approach and interact. Interaction possible.
1. Priority 4/5: Collect more wood from the tree (3 steps to your west) using the wood_pickaxe in your inventory. Wood is an essential resource for crafting, and it is crucial to have a sufficient amount.
2. Priority 3/5: Collect coal from the coal deposit (3 steps to your south-east) using the wood_pickaxe in your inventory.
Coal is needed for smelting iron and other resources in a furnace.
3. Priority 5/5: Craft a stone_pickaxe using the collected stone and wood, which will be required to collect the iron (2
steps to your south) and other valuable resources. You will need to locate a crafting table or create one if you haven't done so yet.
Requirements for the top sub-task (Collect more wood from the tree):
1. Wood_pickaxe: The player already has a wood_pickaxe in their inventory.
2. Proximity to the tree: The tree is 3 steps to the player's west.
The player should first move towards the tree by taking 3 steps to the west. Once adjacent to the tree, the player can then use the wood_pickaxe to collect more wood.
Priority 1:
Action: Move West (towards the tree for wood)
Requirement: Flat ground left to the agent
Note: Move West action might be performed multiple times (up to 3 steps) to reach the tree.
Priority 2:
Action: Do (to collect wood using wood_pickaxe)
Requirement: Facing the tree; have the wood_pickaxe in the inventory
Priority 3:
Action: Move South (approach a path containing resources)
Requirement: Flat ground below the agent
Priority 4:
Action: Do (use wood_pickaxe to collect coal and iron)
Requirement: Facing coal or iron; have the wood_pickaxe in the inventory
Priority 5:
Action: Sleep (to restore energy)
Requirement: Energy level is below maximum
- The requirement is met as there is grass 1 step to the west.
- The requirement is not met yet as the player is not facing the tree. The player needs to move closer to the tree and face it before this requirement is met.
- The requirement is met as there is a path 1 step to the south.
- The requirement is not met yet as the player is not facing coal or iron. The player needs to move closer to the coal or iron and face it before this requirement is met.
- The requirement is met as the player's energy is currently at 8/9.
Yes, the last player action (move_east) succeeded because there was flat ground (grass) to the agent's east, allowing the agent to move in that direction. The player now faces a stone at their front (east).
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  51, Cumulative Reward: 0.0  $= \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \cdot$
-path2steps to your south-east
- lava 6 steps to your north-east
- coal 4 steps to your south-east
- iron 3 steps to your south-east
- food: 7/9
1. Grass: No resource provided; walkable with no requirements.
2. Stone: Provides stone resource; requires a wood_pickaxe or better to mine.
3. Path: No resource provided; walkable with no requirements.
4. Tree: Provides wood resource; can be chopped with any tools, but better tools speed up the process.
5. Lava: Dangerous; does not provide any resources and must be avoided. Can cause damage or death when getting too close.
6. Coal: Provides coal resource; requires a wood_pickaxe or better to mine.
7. Iron: Provides iron resource; requires a stone_pickaxe or better to mine.
8. Cow: Provides food when killed; can be killed with any weapon, but better weapons increase the damage dealt.
The last action taken by the player was "move_west".
1. Grass: Yes, the requirements are met for interaction since there are no requirements to walk on grass.
2. Stone: Yes, the requirements are met for interaction as you have a wood_pickaxe in your inventory.
3. Path: Yes, the requirements are met for interaction since there are no requirements to walk on the path.
4. Tree: Yes, the requirements are met for interaction, as any tool can be used to chop down a tree (even bare hands),
although better tools will speed up the process.
5. Lava: There are no requirements to interact with lava, but it is dangerous and should be avoided. So, the requirements are met for interaction, but it is not recommended.
6. Coal: Yes, the requirements are met for interaction as you have a wood_pickaxe in your inventory.
7. Iron: No, the requirements are not met for interaction as iron requires a stone_pickaxe or better to mine, and you only have a wood_pickaxe.
8. Cow: Yes, the requirements are met for interaction, as any weapon or tool can be used to kill a cow, although better weapons will increase the damage dealt.
Answer:
1. Priority 4/5: Craft a stone_pickaxe: Since you have enough stone in your inventory, crafting a stone_pickaxe will allow you to mine iron and advance further in the game.
2. Priority 4/5: Collect wood: Collecting wood will enable you to craft additional tools, a table, and construct shelter. Wood is a versatile resource that is essential for progressing in the game.
3. Priority 3/5: Kill a cow and collect food: Your food level is at 7/9, so you'll need to replenish it soon. Killing a cow and collecting food will ensure you stay healthy, and it can also prevent the risk of running out of food in critical situations.
The top sub-task is crafting a stone_pickaxe. The requirements for this task are:
1. Having wood and stone in your inventory. (You already have 2 stones, but you need wood.)
2. Being near a table to craft the pickaxe.
Before the player can craft a stone_pickaxe, they should first collect wood which is a necessary resource for crafting. The wood can be collected by approaching a tree (there's one 2 steps to the west) and using the wood_pickaxe. After collecting wood, the player should ensure that they are near a table to craft the stone_pickaxe. If there is no table nearby, the player may need to place one using the wood they collected.
1. Priority 1: Move West (Requirement: Flat ground left to the agent)
Reason: To get closer to the tree (2 steps to the west) in order to collect wood.
2. Priority 2: Do (Facing creature or material; have necessary tool)
Reason: To use the wood_pickaxe on the tree to collect wood once you are near it and facing it.
Reason: Once you have collected wood, place a table to use for crafting.
4. Priority 4: Make Stone Pickaxe (Requirement: Nearby table; wood, stone in inventory)
Reason: To craft the stone_pickaxe which will allow the player to collect iron and progress in the game.
5. Priority 5: Move South-East (Requirement: Flat ground below and right to the agent)
Reason: To get closer to iron (3 steps to your south-east) after crafting the stone_pickaxe, which will be used to collect iron.
1. Move West: Yes, the requirement of flat ground left to the agent is met since the player faces grass to the west.
2. Do: Not yet, the player needs to be facing the tree and have the required tool (wood_pickaxe is in inventory) to collect wood.
3. Place Table: No, the requirement of having wood in the inventory is not met. The player needs to collect wood first.
4. Make Stone Pickaxe: Not yet, the player needs a nearby table for crafting, and although stone is in the inventory, the player needs to collect wood and place the table first.
5. Move South-East: Yes, the requirement for the flat ground below, and right to the agent is met; this direction leads towards the iron. However, the player should first complete the crafting of a stone_pickaxe before collecting iron.
Yes, the last player action "move_west" succeeded because the player was able to move from facing stone to facing grass, as mentioned in the observations. There was flat ground (grass) to the west of the player, which allowed the player to move in that direction successfully.
The best executable action from the list above is "Move West" because the requirement of flat ground left to the agent is met and it brings the player closer to the tree to collect wood, which is essential for crafting and progressing in the game.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  52, 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 north
- stone 3 steps to your east
-path 3 steps to your south-east
- lava 7 steps to your north-east
- coal 5 steps to your south-east
- iron 4 steps to your south-east
- cow 5 steps to your north-west
You face tree at your front (west).
- health: 9/9
-food:7/9
- drink: 7/9
energy:8/9
Resource: Provides no specific resource.
Requirement: No requirement.
Resource: Provides stone when mined with a pickaxe.
Requirement: Needs a pickaxe to mine.
Resource: Provides easier movement or navigation.
Requirement: Requires flat ground to be built.
4. Lava:
Resource: Can be used as a fuel source in a furnace.
Requirement: Requires a bucket to collect.
5. Coal:
Resource: Provides coal when mined with a pickaxe, used in smelting and creating torches.
6. Iron:
Resource: Provides iron ore when mined with a pickaxe, used to create iron tools and weapons.
Requirement: Needs a stone_pickaxe or better to mine.
7. Cow: