SlowGuess/NeurIPS_2023_OCR huggingface dataset:
1. Stone: Provides resources to craft tools and build structures; requires a pickaxe (wood, stone, iron) to collect.
2. Path: Provides safe and clear walking space; no requirements.
3. Tree: Provides wood for crafting and construction; requires an axe (wood, stone, iron) to collect.
4. Coal: Provides fuel for smelting and crafting; requires a pickaxe (wood, stone, iron) to collect.
5. Iron: Provides resources for crafting stronger tools and weapons; requires a stone or iron pickaxe to collect.
6. Table: Allows crafting of tools and items; created using wood.
7. Grass: No direct resources, may contain hidden items or provide space for other objects; no requirements.
The last action taken by the player was "move��北."
1. Stone: Yes, you have a wood_pickaxe in your inventory, which can be used to collect stone.
2. Path: Yes, there are no requirements for interacting with the path as it is already a clear walking space.
3. Tree: No, you don't have an axe in your inventory. You need a wood, stone, or iron axe to collect wood from the tree.
4. Coal: Yes, you have a wood_pickaxe in your inventory, which can be used to collect coal.
5. Iron: No, you need a stone or iron pickaxe to collect iron. Your current wood_pickaxe is not strong enough.
6. Table: Yes, the table is available for crafting items, and you have the required resources (wood or stone) in your inventory for crafting some tools.
7. Grass: Yes, you can interact with grass without any requirements. However, there are no direct resources provided by grass.
1. Collect more stone to craft a stone pickaxe (Priority: 5) - Collecting more stone will allow the player to upgrade their pickaxe, allowing them to gather resources such as iron more efficiently.
2. Collect coal for smelting and crafting (Priority: 4) - Having coal in the inventory will be essential for smelting iron later on and crafting items that require fuel.
3. Find a source of water to drink (Priority: 3) - The player's drink level is  $8/9$ , and finding a water source will help replenish it to maintain their survival.
Top sub-task: Collect more stone to craft a stone pickaxe.
Requirements: The player must have a wood pickaxe in their inventory (which they already have) and must find stone to mine.
What should the player do first: The player should move towards the stone (4 steps to their north-east) and mine it using their wood pickaxe to collect more stone.
1. Priority 1: Move North-East (Move_NE)
Requirement: Flat ground diagonally to the north-east of the agent.
2. Priority 2: Move North-East (Move_NE)
3. Priority 3: Move North-East (Move_NE)
4. Priority 4: Move North-East (Move_NE)
5. Priority 5: Do (Mine stone with the wood_pickaxe)
Requirement: Facing the stone and have the necessary tool (wood_pickaxe) in the inventory.
Met: Yes (path 1 step to the east and stone 4 steps to the north-east)
Met: Yes (after making the first move)
Met: Yes (after making the second move)
Met: Yes (after making the third move)
5. Priority 5: Do (Mine stone with the wood pickaxe)
Met: Not yet (after making the fourth move, this condition will be satisfied).
Yes, the last player action "move_west" succeeded because there was flat ground (grass) to the west of the player, allowing them to move in that direction.
Priority 1: Move North-East (Move_NE)
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  33, 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 3 steps to your north-east
- path 2 steps to your south-east
- tree 2 steps to your north-vest
- cool 3 steps to your northwest
our 2 steps to your north east
- iron 1 steps to your east
- table 4 steps to your south-east
- health: 9/9
- food: 8/9
- drink: 8/9
- energy: 8/9
1. Stone: Provides stone resource; requires a wood_pickaxe or better to collect.
2. Path: Provides easier movement; no requirement
3. Tree: Provides wood resource; requires an axe or hands to collect.
4. Coal: Provides coal resource; requires a wood pickaxe or better to collect.
5. Iron: Provides iron resource; requires a stone_pickaxe or better to collect.
6. Table: Provides crafting support for making tools and weapons; requires wood to create.
1. Stone: Yes, the requirements are met as you have wood_pickaxe in your inventory.
2. Path: Yes, the requirements are met as there are no specific requirements to use the path.
3. Tree: Yes, the requirements are met as you can collect wood with your hands, though having an axe would be more efficient.
4. Coal: Yes, the requirements are met as you have wood pickaxe in your inventory.
5. Iron: Yes, the requirements are met as you have wood_pickaxe in your inventory, but you need a stone_pickaxe for more
efficient and successful collection.
6. Table: Yes, the requirements are met as you have already placed a table 4 steps to your south-east.
1. Collect iron (Priority: 5/5): Since you are close to iron and have a wood pickaxe, you should aim to collect the iron.
However, you would want to craft a stone_pickaxe for more successful and efficient collection.
2. Craft a stone_pickaxe (Priority: 4/5): Before collecting the iron, it would be better to craft a stone_pickaxe. Since you have stone in your inventory, you can craft a stone_pickaxe at the table located 4 steps to your south-east.
3. Collect coal (Priority: 3/5): Coal is an important resource for smelting iron. Once you have the stone_pickaxe, you can collect coal more efficiently. The coal is 2 steps to your north-east.
The requirements for the top sub-task (collect iron) are:
1. Have a stone_pickaxe or better (currently, the player only has a wood_pickaxe).
To fulfill the requirement, the player should:
1. Craft a stone_pickaxe, which requires the player to be near the table.
So, the player should first move to the table located 4 steps to their south-east and then craft a stone_pickaxe using the stone they have in their inventory.
1. Priority 1: Move East (Requirement: Flat ground right to the agent)
2. Priority 2: Move South (Requirement: Flat ground below the agent)
3. Priority 3: Make Stone Pickaxe (Requirement: Nearby table; wood, stone in inventory)
4. Priority 4: Move North (Requirement: Flat ground above the agent)
5. Priority 5: Move East (Requirement: Flat ground right to the agent)
These actions will guide the player towards the table, craft a stone_pickaxe, and then move towards the iron so they can collect it.
1. Priority 1: Move East (Requirement: Flat ground right to the agent) - Yes, the requirement is met, as the path is 2 steps to the south-east.
2. Priority 2: Move South (Requirement: Flat ground below the agent) - Yes, the requirement is met, as the path is 2 steps to the south-east.
3. Priority 3: Make Stone Pickaxe (Requirement: Nearby table; wood, stone in inventory) - No, the requirement is not met, as the table is 4 steps away to the south-east, and the player needs to move closer to the table first.
4. Priority 4: Move North (Requirement: Flat ground above the agent) - Yes, the requirement is met, as there is grass at the front (north).
5. Priority 5: Move East (Requirement: Flat ground right to the agent) - Yes, the requirement is met, as the path is 2 steps to the south-east.
Answer:  
Yes, the last player action (move_north) succeeded. This is because there was flat ground (grass) in front of the player, which was a valid and open space for the player to move into.
Answer: The best executable action from above is Priority 1: Move East since its requirement (flat ground right to the agent) is currently met.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  34, 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
- stone 3 steps to your north-east
-path2steps to your south-east
- tree 2 steps to your north-west
- coal 2 steps to your north-east
table 4 steps to your south-east
You face iron at your front (east).
-health:9/9
-food:8/9
- drink: 8/9
energy:8/9
Your inventory:
- stone: 1
- wood_pickaxe: 1
QA
Question: Action
Answer:
Move North
1. Grass: Provides no resources. No requirements.
2. Stone: Provides stone resources. Requires a wood_pickaxe or better to collect.
3. Path: Provides no resources. No requirements.
4. Tree: Provides wood resources. Requires a wood_pickaxe or better to collect.
5. Coal: Provides coal resources. Requires a wood_pickaxe or better to collect.
6. Iron: Provides iron resources. Requires a stone_pickaxe or better to collect
7. Table: Provides crafting functionality. Requires placing with wood in the inventory.
1. Grass: There are no requirements for interaction, so the requirements are met.
2. Stone: Requires a wood_pickaxe or better to collect. You have a wood_pickaxe in your inventory, so the requirements are met.
3. Path: There are no requirements for interaction, so the requirements are met.
4. Tree: Requires a wood_pickaxe or better to collect. You have a wood_pickaxe in your inventory, so the requirements are
met.
5. Coal: Requires a wood_pickaxe or better to collect. You have a wood_pickaxe in your inventory, so the requirements are met.
6. Iron: Requires a stone_pickaxe or better to collect. You only have a wood_pickaxe in your inventory, so the requirements are not met.
7. Table: Requires placing with wood in the inventory. In this observation, placement is not required as the table is already placed, so the requirements for interaction are met.
1. Collect Coal: Priority 4/5. Since you have a wood_pickaxe and are near coal, it's a good opportunity to collect the coal for later usage, such as smelting iron.
2. Collect more Stone: Priority 3/5. With the wood_pickaxe in your inventory, collecting more stone is possible, allowing you to craft a stone_pickaxe to collect iron later.
3. Move closer to the Table: Priority 2/5. As a crafting station, the table is important for future crafting activities, so being close to it can be helpful when you need to craft new items or tools.
Note that the priorities are subjective and might vary according to the player's preferences and goals. The top sub-tasks listed here are based on the current observation and resources available.
For the top sub-task of Collecting Coal:
- Have wood_pickaxe in your inventory (which you already have).
- Reach the coal (2 steps to your north-east).
The first thing the player should do is move towards the coal by heading north-east. To do this, follow these steps:
1. Move north.
2. Move east.
1. Priority 1: Move North (Action 3)
Requirement: Flat ground above the agent.
2. Priority 2: Move East (Action 2)
3. Priority 3: Do (Action 5)
Requirement: Facing the coal; have a wood_pickaxe in inventory (which you already have).
4. Priority 4: Move to the table (Follow steps to reach the table)
Requirements: Flat ground in the direction of the table.
5. Priority 5: Make Iron Pickaxe (Action 13)
Requirements: Nearby table, furnace; wood, coal, and iron in inventory.
1. Priority 1: Move North (Action 3)
- Yes, the requirement is met as there is a grass block to the north.
- No, the requirement is not met as there is an iron block to the east.
- No, the requirement is not met as you are currently facing the iron block, not the coal.
- To determine if the requirements are met, you need to assess the current state and surrounding environment. In the current state, the table is 4 steps to your south-east, which means, you need to move around to get to it. As of now, in the current state, the path to the table is not obstructed, and you can move south-east.
- No, the requirements are not met as you currently only have a wood_pickaxe and stone in your inventory. You will need coal and iron, as well as a furnace, to make the iron pickaxe.
Yes, the last player action succeeded because the player moved from their previous position to the east, where they are now facing iron. This indicates that there was flat ground to the east, allowing the player to move in that direction successfully.
The best executable action from above is Priority 1: Move North (Action 3) since the requirement of flat ground above the agent is met.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  35, Cumulative Reward:  $0.0=$
- stone 2 steps to your east
-path 3 steps to your south-east
- tree 1 steps to your west
- coal 1 steps to your east
-iron2steps to your south-east
- health: 9/9
-food:8/
drink:8/9
energy:8/9
1. Stone: Provides stone resource; requires a wood pickaxe or better to collect.
2. Path: Provides no resource; can be used for movement.
3. Tree: Provides wood resource; requires no tool
4. Coal: Provides coal resource; requires a wood pickaxe or better to collect.
5. Iron: Provides iron resource; requires a stone pickaxe or better to collect.
6. Grass: Provides no resource; can be used for movement.
1. Stone: Yes, the requirement is met as you have a wood_pickaxe in your inventory.
2. Path: Yes, there are no requirements for interaction.
3. Tree: Yes, there are no tool requirements for collecting wood.
4. Coal: Yes, the requirement is met as you have a wood_pickaxe in your inventory.
5. Iron: No, the requirement of a stone_pickaxe is not met since you only have a wood_pickaxe.
6. Grass: Yes, there are no requirements for interaction.
1. Craft a stone pickaxe (Priority: 5/5): You have stone in your inventory, so you should move towards the table and craft a stone pickaxe to collect iron and other resources.
2. Collect more wood and stone (Priority: 4/5): To be able to craft more items and build structures, you need more wood and stone. You're close to a tree and there's stone nearby, so prioritize collecting these resources.
3. Collect coal (Priority: 3/5): With a wood_pickaxe in your inventory, you can collect coal. It will be useful for smelting iron and other ores in the future.
Requirements for crafting a stone pickaxe (top sub-task):
1. Move to a table: The table is mentioned to be 4 steps to your south-east in the player's observations.
2. Have stone in your inventory: You already have 1 stone in your inventory.
3. Have a wood pickaxe in your inventory: You already have a wood_pickaxe in your inventory.
1. Move towards the table by heading south-east to be within reach of the table for crafting. This can be done by following the path 3 steps to your south-east and then moving 1 step north-east.
1. Priority 1 - Move South: Flat ground below the agent.
2. Priority 2 - Move South: Flat ground below the agent.
3. Priority 3 - Move South: Flat ground below the agent.
4. Priority 4 - Move East: Flat ground right to the agent.
5. Priority 5 - Make Stone Pickaxe: Nearby table; wood, stone in inventory.
1. Priority 1 - Move South: Yes, the flat ground is below the agent.
2. Priority 2 - Move South: Yes, the flat ground is below the agent.
3. Priority 3 - Move South: Yes, the flat ground is below the agent.
4. Priority 4 - Move East: Yes, the flat ground is right to the agent.
5. Priority 5 - Make Stone Pickaxe: No, the agent needs a nearby table and a stone in the inventory, but the table is not nearby (it is 4 steps to the south-east).
Yes, the last player action move_north succeeded because the player faced flat ground (grass) on the north side, which met the requirement for the move_north action.
The best executable action from the list is Priority 1 - Move South, as the requirement of having flat ground below the agent is met.
**********Step: 36, Cumulative Reward: 0.0**********
- stone 3 steps to your north-east
-path 2 steps to your south-east
- tree 2 steps to your north-west
- coal 2 steps to your north-east
-iron1steps to your east
- table 4 steps to your south-east
Your status:
-health:9/9
drink:8/9
-energy:8/9
Answer:
1. Stone: Provides stone resource, requires a wood pickaxe or better to collect.
2. Path: Provides a place to walk, no requirements for interaction.
3. Tree: Provides wood resource, requires no specific tool to collect, but using an axe will speed up the process.
4. Coal: Provides coal resource, requires a wood_pickaxe or better to collect.
5. Iron: Provides iron resource, requires a stone_pickaxe or better to collect.
6. Table: Provides a crafting surface to create various tools and weapons, requires wood to build and place.
7. Grass: No specific resource provided, no requirements for interaction.
1. Stone: Yes, the requirements are met since you have a wood_pickaxe in your inventory.
2. Path: Yes, no requirements to interact with the path
3. Tree: Yes, no specific tool is required to collect wood from the tree, but having an axe would be more efficient.
4. Coal: Yes, the requirements are met since you have a wood_pickaxe in your inventory.
5. Iron: No, you need a stone_pickaxe or better to collect iron, but you currently only have a wood_pickaxe.
6. Table: Yes, you can interact with the table to craft tools and weapons if you have the necessary materials in your inventory.
7. Grass: Yes, no requirements to interact with the grass.
Answer:
1. Priority 5: Craft a stone_pickaxe to collect iron. The current wood_pickaxe is not sufficient to collect the iron resource. Crafting a stone_pickaxe requires stone and wood, which are both available in the environment.
2. Priority 4: Collect coal using the wood_pickaxe. Coal is essential for fueling the furnace to smelt iron, which can then be used to create more advanced tools and weapons.
3. Priority 3: Gather wood from trees. Wood is a versatile resource for crafting numerous items, such as tools, weapons, and shelters. You will need it for crafting the stone_pickaxe and to create other essential items in the game.
The requirements for the top sub-task (Craft a stone_pickaxe to collect iron) are:
1. Collect stone: The player already has one stone in the inventory but requires an additional stone to craft a stone_pickaxe. The player should locate and collect another stone using the wood_pickaxe.
2. Have a nearby table: The player needs to stand close to a table to craft the stone_pickaxe. There is a table mentioned 4 steps to the south-east in the Player Observation Step 72. The player should approach the table.
The player should first move towards the stone, which is 3 steps to the north-east (from Player Observation Step 72), to collect it using the wood_pickaxe. Once the player has enough stone, they should head to the table to the south-east to craft the stone_pickaxe.
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.
1. Priority 1: Move East (Requirement: Flat ground right to the agent) - The player should move east to approach the stone (3 steps to the northeast from Player Observation Step 72).
2. Priority 2: Move North (Requirement: Flat ground above the agent) - After moving east in step 1, the player should move north to reach the stone.
3. Priority 3: Do (Requirement: Facing creature or material; have the necessary tool) - With the wood_pickaxe in the inventory, the player should use the "Do" action to collect the additional stone needed.
4. Priority 4: Move South-East (Requirement: Flat ground to the south-east of the agent) - After collecting the stone, the player should move towards the table (4 steps to the southeast from Player Observation Step 72) to craft the stone_pickaxe.
5. Priority 5: Make Stone Pickaxe (Requirement: Nearby table; wood, stone in inventory) - Once the player is near the table and has the required wood and stone in the inventory, the player should craft a stone_pickaxe using the "Make Stone Pickaxe" action.
1. Priority 1: Move East (Requirement: Flat ground right to the agent) - Yes, the requirement is met.
2. Priority 2: Move North (Requirement: Flat ground above the agent) - The requirement will be met after completing the first action (Move East).
3. Priority 3: Do (Requirement: Facing creature or material; have the necessary tool) - The requirement will be met after completing the first two actions (Move East and Move North).
4. Priority 4: Move South-East (Requirement: Flat ground to the south-east of the agent) - The requirement will be met after completing the first three actions (Move East, Move North, and Do).
5. Priority 5: Make Stone Pickaxe (Requirement: Nearby table; wood, stone in inventory) - The requirement will be met after completing the first four actions (Move East, Move North, Do, and Move South-East). The player will have the necessary stone and wood_pickaxe in their inventory and will be near the table.
Yes, the last player action (move_south) succeeded. There were no obstacles in the way, and the player faced grass (flat ground) at the front (south), allowing them to move in that direction.
The best executable action from the list is Priority 1: Move East (Requirement: Flat ground right to the agent) because the requirement is currently met.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  37, 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
- stone 3 steps to your north-east
-path 2 steps to your south-east
- tree 2 steps to your north-west
- coal 2 steps to your north-east
- table 4 steps to your south-east
- health: 9/9
-food:8/9
drink: 8/9
energy:8/9
1. Grass: Provides no resources, move to other locations with no requirements.
2. Stone: Provides stone resources, requires wood_pickaxe or better to collect.
3. Path: Provides no resources, move to other locations with no requirements.
4. Tree: Provides wood resources, requires interacting by hand (no tool requirement).
5. Coal: Provides coal resources, requires wood_pickaxe or better to collect.
6. Iron: Provides iron resources, requires stone_pickaxe or better to collect.
7. Table: Allows crafting of pickaxes and swords, requires wood to build.
1. Grass: Yes, requirements met (no requirements)
2. Stone: Yes, requirements met (wood_pickaxe in inventory).
3. Path: Yes, requirements met (no requirements).
4. Tree: Yes, requirements met (no tool requirement)
5. Coal: Yes, requirements met (wood_pickaxe in inventory).
6. Iron: No, requirements not met (requires stone_pickaxe or better, but only have wood_pickaxe in inventory).
7. Table: N/A (in_player already has a table in their inventory; interaction not needed).
1. Priority 5: Collect wood from the tree (2 steps to the north-west) to craft a stone_pickaxe and other essential items.
2. Priority 4: Collect coal from the coal deposit (2 steps to the north-east) using the wood_pickaxe to fuel the furnace for smelting iron later.
3. Priority 3: Craft a stone_pickaxe after collecting enough wood and stone, which will allow you to mine the iron deposit seen in the current observation.
Requirements for the top sub-task (Collect wood from the tree):
- Move to the tree located 2 steps to the north-west.
- To reach the tree, the player should move 2 steps to the north-west: move_north, and then move_west.