SlowGuess/NeurIPS_2023_OCR huggingface dataset:
Requirement: Facing creature or material; have necessary tool.
Purpose: Collect the stone when you reach it for crafting tools like a stone pickaxe.
3. Place Table (Priority: 3):
Purpose: Place a table to be able to craft a stone pickaxe.
4. Make Wood Pickaxe (Priority: 4):
Requirement: Nearby table; wood in inventory.
Purpose: Craft a wood pickaxe needed to collect stone.
5. Make Stone Pickaxe (Priority: 5):
Requirement: Nearby table; wood, stone in inventory.
Purpose: Craft a stone pickaxe to collect advanced materials like iron.
For each action in the list, let's see if the requirements are met:
Status: Met (You face grass at your front (east).)
2. Do (Priority: 2):
Status: Not met yet (You need to be near stone and have the necessary tool.)
Status: Met (Your inventory contains 2 wood.)
Status: Not met yet (You need to place a table first.)
Status: Not met yet (You need to place a table and have stone in inventory.)
Yes, the last player action (move_east) succeeded because there was flat ground to the east of the player, allowing them to move in that direction.
The best executable action from the list is:
1. Move East (Priority: 1)
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  13, 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 2 steps to your east
-path 3 steps to your north-east
- tree 3 steps to your north
- coal 5 steps to your north-east
-iron4steps to your north-east
1. Stone: Provides stone resource for crafting tools and building materials; requires a wood pickaxe or better to collect.
2. Path: Not a resource, but provides easy navigation and movement across the terrain
3. Tree: Provides wood resource for crafting tools and building materials; no specific requirement to collect, can be collected with hands or any tool.
4. Coal: Provides coal resource for fueling furnaces and smelting materials; requires a wood pickaxe or better to collect.
5. Iron: Provides iron resource for crafting advanced tools and weapons; requires a stone pickaxe or better to collect.
6. Grass: Not a resource, serves as a ground cover and visual element in the game environment.
Based on the current status and inventory:
1. Stone: Yes, the requirement is met, as the player has a wood pickaxe or better.
2. Path: Yes, the requirement is met, as the player can always move and navigate on the path.
3. Tree: Yes, the requirement is met, as the player can collect wood with their hands or any tool.
4. Coal: Yes, the requirement is met, as the player has a wood pickaxe or better.
5. Iron: No, the requirement is not met, as the player needs a stone pickaxe or better to collect iron, but currently only has a wood pickaxe.
6. Grass: Yes, the requirement is met, as the player can always interact with grass as a ground cover and visual element.
1. Craft a stone pickaxe (Priority: 5) - This task is most important to progress in the game because a stone pickaxe allows the player to collect iron, which is needed for crafting advanced tools and weapons.
2. Collect coal (Priority: 4) - Collecting coal should be the next priority to fuel furnaces for smelting iron once it's collected. Coal is essential for advancing in the game and crafting higher-level tools and weapons.
3. Collect more wood (Priority: 3) - Gathering more wood is important, as it is a basic resource used for crafting tools, weapons, and building materials. The player should prioritize this task to ensure they have enough wood for future needs.
The top sub-task is to craft a stone pickaxe, and the requirements for it are as follows:
1. Collect wood
2. Place a table
3. Make a wood pickaxe
4. Collect stone
Since the player already has 2 pieces of wood in their inventory, they can do the following steps:
1. Place a table using the wood in the inventory.
2. Craft a wood pickaxe using the placed table.
3. Collect stone using the wood pickaxe.
4. Craft a stone pickaxe using the collected stone and the table.
1. Priority 1 - Place Table: Requires wood in inventory (the player already has 2 pieces of wood)
2. Priority 2 - Make Wood Pickaxe: Requires a nearby table (after placing one in Priority 1)
3. Priority 3 - Move East: Flat ground to the east of the player (to get closer to the stone)
4. Priority 4 - Move East: Flat ground to the east of the player (to reach the stone)
5. Priority 5 - Do: Facing stone and having a wood pickaxe to collect stone
1. Place Table: Yes, the requirement is met as the player has 2 pieces of wood in their inventory.
2. Make Wood Pickaxe: Not yet, the player should first place a table (Priority 1 action) to meet the requirement.
3. Move East: Yes, the requirement is met as the player observes flat ground to the east.
4. Move East: Yes, the requirement is met as the player observes flat ground to the east.
5. Do: Not yet, the player should first make a wood pickaxe (Priority 2 action) and move closer to the stone (Priority 3 and 4 actions) to meet the requirements.
Yes, the last player action succeeded because the player was able to move east, which is evident from the change in the player's observations of the surroundings after taking the action. The player faced grass at the front (east), which indicates that there was flat ground allowing the player to move east.
The best executable action from the above list is Priority 1 - Place Table, as the requirement for this action is already met with the player having 2 pieces of wood in their inventory.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  14, Cumulative Reward: 1.0  $= \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \cdot$
You took action place_table.
- grass 1 steps to your west
- stone 2 steps to your east
-path 3 steps to your north-east
- tree 3 steps to your north
- coal 5 steps to your north-east
- iron 4 steps to your north-east
You face table at your front (east).
-health:9/9
-food:9/9
drink: 9/9
-energy:9/9
1. Grass: Provides no resource, no requirement to interact.
2. Stone: Provides stone resource when mined with a wood, stone, or iron pickaxe.
3. Path: Provides no resource, helps in navigation, no requirement to interact.
4. Tree: Provides wood resource when chopped with an axe, no requirement to interact.
5. Coal: Provides coal resource when mined with a wood, stone, or iron pickaxe.
6. Iron: Provides iron resource when mined with a stone or iron pickaxe
7. Table: Provides crafting station for tools and weapons, requires wood to place.
The last action taken by the player was placing a table (place_table).
1. Grass: No requirements to interact, so yes, the requirements are met.
2. Stone: Requires a wood, stone, or iron pickaxe for mining. Currently, you don't have a pickaxe, so the requirements are not met.
3. Path: No requirements to interact, so yes, the requirements are met.
4. Tree: Requires an axe to chop for wood. Currently, you don't have an axe, so the requirements are not met.
5. Coal: Requires a wood, stone, or iron pickaxe for mining. Currently, you don't have a pickaxe, so the requirements are not met.
6. Iron: Requires a stone or iron pickaxe for mining. Currently, you don't have a pickaxe, so the requirements are not met.
7. Table: No requirements to interact as it's already placed, so yes, the requirements are met.
1. Craft a Wood Pickaxe (Priority: 5/5) - Crafting a wood pickaxe allows you to mine stone, coal, and iron which are essential resources for progressing in the game.
2. Collect Stone (Priority: 4/5) - Once you have a wood pickaxe, collecting stone is important to create stone tools and weapons, as well as building structures like a furnace.
3. Mine Coal and Iron (Priority: 3/5) - After obtaining a pickaxe and collecting stone, mining coal and iron will provide you with the necessary resources to make better tools and weapons, including an iron pickaxe for obtaining diamonds.
Top Sub-task: Craft a Wood Pickaxe
1. Nearby Table: You have already placed a table.
2. Wood in inventory: You currently have no wood in your inventory.
What should the player do first?
The player should collect more wood to fulfill the requirement for crafting a wood pickaxe. They can take the action move_north to approach the tree and then use the action do to collect the wood.
1. Priority 1: Move North (Requirement: Flat ground above the agent) - The player should move north to approach the tree to collect more
2. Priority 2: Do (Requirement: Facing creature or material; have necessary tool)
- The player should perform the "Do" action when facing the tree to collect wood. No tool is necessary for collecting wood from the tree.
3. Priority 3: Move South (Requirement: Flat ground below the agent)
- After collecting the wood, the player should move back south towards the table.
4. Priority 4: Make Wood Pickaxe (Requirement: Nearby Table; wood in inventory)
- With enough wood in the inventory, the player should create a wood pickaxe using the previously placed table.
5. Priority 5: Move East (Requirement: Flat ground right to the agent)
- After crafting the wood pickaxe, the player should move east towards the stone to use the pickaxe and collect stone.
Question: For each action in the list, are the requirements met?
Answer:
1. Priority 1: Move North (Requirement: Flat ground above the agent)
- Yes, the requirement is met. There is a flat ground above the agent (tree is 3 steps to the north).
2. Priority 2: Do (Requirement: Facing creature or material; have necessary tool)
- No, the requirement is not met yet. The player needs to move closer to the tree first (move North).
3. Priority 3: Move South (Requirement: Flat ground below the agent)
- Yes, the requirement is met. However, this action should only be performed after the player completes action 2.
4. Priority 4: Make Wood Pickaxe (Requirement: Nearby Table; wood in inventory)
- Yes, the requirement is met. The player has a nearby table and enough wood in inventory.
5. Priority 5: Move East (Requirement: Flat ground right to the agent)
- Yes, the requirement is met. Stone is 2 steps to the east, so there is flat ground to move east. However, this action should only be performed after the player completes action 4.
Yes, the last player action succeeded because the player had wood in their inventory and they were able to place the table in front of them (east).
The best executable action from above is Priority 1: Move North, as its requirements are currently met, and it is the first step in the suggested sequence of actions.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  15, Cumulative Reward:  $0.0=$
- stone 2 steps to your east
-path 2 steps to your north-east
- tree 2 steps to your north
- coal 4 steps to your north-east
- iron 3 steps to your north-east
- table 2 steps to your south-east
Your status:
- health: 9/9
-food:9/9
drink: 9/9
-energy:9/9
1. Stone: Resource provided is stone, requirement: using a wood pickaxe to collect.
2. Path: Resource provided is a way to travel quickly, requirement: none.
3. Tree: Resource provided is wood, requirement: using hands or a tool to chop it down.
4. Coal: Resource provided is coal, requirement: using a wood pickaxe or better to collect.
5. Iron: Resource provided is iron, requirement: using a stone pickaxe or better to collect.
6. Table: Resource provided is a crafting station, requirement: placing it using wood collected from trees.
7. Grass: Resource provided is a flat surface to walk or build upon, requirement: none.
The last action taken by the player was "move_north".
1. Stone: No, the requirement of having a wood pickaxe is not met as there is nothing in the inventory.
2. Path: Yes, the requirement of having no specific requirements is met.
3. Tree: Yes, you can interact using your hands to chop down the tree.
4. Coal: No, the requirement of having a wood pickaxe is not met as there is nothing in the inventory.
5. Iron: No, the requirement of having a stone pickaxe is not met as there is nothing in the inventory.
6. Table: No, you cannot interact with the table as it is 2 steps to your south-east.
7. Grass: Yes, you can interact with the grass as there are no specific requirements.
1. Chop down a tree to collect wood (Priority: 5/5) - Collecting wood is essential for crafting tools and building materials.
2. Craft a wood pickaxe at the table (Priority: 4/5) - This is important for collecting resources such as stone, coal, and iron.
3. Collect stone using the wood pickaxe (Priority: 4/5) - Stone is necessary for crafting stone tools and building structures.
Note: Player first needs to move 2 steps south-east to interact with the table for crafting.
Top sub-task: Chop down a tree to collect wood.
1. Move closer to the tree (2 steps north).
2. Face the tree.
3. Use the proper interaction (chop down the tree).
The player should first move 2 steps north to get closer to the tree.
1. Priority 1: Move North (2 steps) - Requirement: Flat ground above the agent.
2. Priority 2: Face the tree - Requirement: In proximity to the tree.
3. Priority 3: Chop down tree (Do action) - Requirement: Facing the tree.
4. Priority 4: Move south (2 steps) - Requirement: Flat ground below the agent.
5. Priority 5: Make Wood Pickaxe - Requirement: Nearby table; wood in inventory.
1. Priority 1: Move North (2 steps) - Yes, the requirement is met as there is flat ground above the agent.
2. Priority 2: Face the tree - No, the requirement is not yet met because the player must first move north to be in proximity to the tree.
3. Priority 3: Chop down tree (Do action) - No, the requirement is not met as the player is not yet facing the tree.
4. Priority 4: Move south (2 steps) - Yes, the requirement is met because there is flat ground below the agent
5. Priority 5: Make Wood Pickaxe - No, the requirement is not met because the player does not yet have wood in their inventory.
Yes, the last player action "move_north" succeeded because there was flat ground (grass) in the direction the player wanted to move (north), which met the requirements for the action.
The best executable action from the list above is Priority 1: Move North (2 steps), as its requirement of having flat ground above the agent is met.
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- grass 1 steps to your west
- stone 3 steps to your south-east
-path 1 steps to your east
- coal 3 steps to your north-east
-iron2steps to your north-east
- table 3 steps to your south-east
You face tree at your front (north).
You have nothing in your inventory. QA
Answer: Do
1. Grass: Provides no resources but can be traversed with no requirements.
2. Stone: Provides stone as a resource, requires a wood pickaxe or better to collect.
3. Path: Provides no resources, can be used to travel easily between locations with no requirements.
4. Tree: Provides wood as a resource, requires a wood axe or simply using hands to collect.
5. Coal: Provides coal as a resource, requires a wood pickaxe or better to collect.
6. Iron: Provides iron as a resource, requires a stone pickaxe or better to collect.
7. Table: Provides a crafting surface for tools and weapons, requires wood to construct.
1. Grass: No requirements for interaction. Requirements met.
2. Stone: Requires a wood pickaxe or better to collect. Not met as the player has no pickaxe in their inventory.
3. Path: No requirements for interaction. Requirements met
4. Tree: Requires a wood axe or simply using hands to collect. Requirements met, as the player can use their hands to chop wood.
5. Coal: Requires a wood pickaxe or better to collect. Not met as the player has no pickaxe in their inventory.
6. Iron: Requires a stone pickaxe or better to collect. Not met as the player has no pickaxe in their inventory.
7. Table: Requires wood to construct the table. Not met as the player has no wood in their inventory. However, there is an existing table in the player's observation from step 30, which can be used without any requirements.
1. Collect Wood (Priority 5): The player should interact with the tree to collect wood, which is a basic resource that will help craft tools and weapons.
2. Craft a Wood Pickaxe (Priority 4): Using the existing table and the collected wood, the player should craft a wood pickaxe. This will allow the player to mine stone, coal, and iron.
3. Collect Stone (Priority 3): Once the wood pickaxe is crafted, the player should mine stone, which is an essential resource for crafting more advanced tools and weapons.
Requirements for the top sub-task (Collect Wood):
1. Be in proximity to the tree.
2. Face the tree.
The player is currently facing a tree (from Player Observation Step 32). So, the player should take the action "Do" to interact with the tree and collect wood.
1. Priority 1: Do - Facing tree; interact with the tree to collect wood. (Requirement: Facing the tree)
2. Priority 2: Move South - Move closer to the table for crafting. (Requirement: Flat ground below the agent)
3. Priority 3: Move East - Position yourself next to the table for crafting. (Requirement: Flat ground right to the agent)
4. Priority 4: Make Wood Pickaxe - Craft a wood pickaxe for collecting stone. (Requirement: Nearby table; wood in inventory)
5. Priority 5: Move North-East - Head towards the stone for collecting. (Requirement: Flat ground diagonally above and to the right of the agent)
1. Priority 1: Do - Facing tree; interact with the tree to collect wood. (Requirement: Facing the tree)
- Yes, the player is facing the tree.
2. Priority 2: Move South - Move closer to the table for crafting. (Requirement: Flat ground below the agent)
- Yes, there is most likely flat ground below the agent (table is 3 steps to the south-east).
3. Priority 3: Move East - Position yourself next to the table for crafting. (Requirement: Flat ground right to the agent)
- Yes, there is flat ground right to the agent (path is 1 step to the east).
4. Priority 4: Make Wood Pickaxe - Craft a wood pickaxe for collecting stone. (Requirement: Nearby table; wood in inventory)
- The player needs to complete Priority 1 to obtain wood, which will meet this requirement.
5. Priority 5: Move North-East - Head towards the stone for collecting. (Requirement: Flat ground diagonally above and to the right of the agent)
- The player cannot verify if this requirement is met based on the given information. They should complete prior priorities first, which may reveal more information about the terrain.
Yes, the last player action (move_north) succeeded because there was a flat ground in the north direction which allowed the player to move to that location.
The best executable action from the list above is Priority 1: Do - Facing tree; interact with the tree to collect wood. (Requirement: Facing the tree)
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  17, 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 south-east
-path1steps to your east
- tree 3 steps to your north-west
- coal 3 steps to your north-east
- iron 2 steps to your north-east
- table 3 steps to your south-east
-health:9/9
-food:9/9
1. Stone: Provides stone resource, requires a wood pickaxe or higher-tier pickaxe to collect.
2. Path: No resource provided, serves as a flat ground for movement.
3. Tree: Provides wood resource, can be collected by interacting with it (if within range) without any tool requirement.
4. Coal: Provides coal resource, requires a wood pickaxe or higher-tier pickaxe to collect.
5. Iron: Provides iron resource, requires a stone pickaxe or higher-tier pickaxe to collect.
6. Table: No resource provided, serves as a crafting station; requires wood to place.
1. Stone: Yes, you have a wood pickaxe required to collect stone.
2. Path: Yes, you can move on the path as it serves as flat ground for movement.
3. Tree: Yes, you can interact with the tree without any tool requirement to collect wood.
4. Coal: Yes, you have a wood pickaxe required to collect coal
5. Iron: No, you need to have a stone pickaxe or higher-tier pickaxe to collect iron.
6. Table: Yes, you can use the table for crafting, as you have the required wood in your inventory.
Question: List top 3 sub-tasks the player should follow. Indicate their priority out of 5. Answer:
1. Priority 4: Craft a stone pickaxe - This will allow you to collect iron and other higher-tier resources. You already have enough wood and can collect stone with your current wood pickaxe.
2. Priority 3: Collect coal - Coal is essential for smelting iron in the furnace. You can collect coal with your current wood pickaxe.
3. Priority 2: Build a safe shelter - Constructing a shelter will protect you from monsters at night and provide a space for crafting, storing items, and resting. Find a suitable location and use wood, stone, or other materials for construction.
The top sub-task is to craft a stone pickaxe. The requirements for crafting a stone pickaxe are:
1. Wood (which you already have in your inventory)
2. Stone (which you need to collect using your wood pickaxe)
3. A crafting table placed nearby (which you have seen 3 steps towards the south-east)
To achieve the top sub-task, the player should first move near the crafting table (move south-east for 3 steps). Then,
collect stone using the wood pickaxe (action "do" when facing stone). Finally, craft the stone pickaxe at the crafting table (action "make_stone_pickaxe" when facing the table).
Priority 1: Move South-East - Requirement: Flat ground to the south-east of the agent.
Priority 2: Move South-East - Requirement: Flat ground to the south-east of the agent.
Priority 3: Move South-East - Requirement: Flat ground to the south-east of the agent.
Priority 4: Do - Requirement: Facing stone and have the necessary tool (wood pickaxe).
Priority 5: Make Stone Pickaxe - Requirement: Facing the crafting table and have wood, and stone in the inventory.
Priority 1: Move South-East - Requirement: Flat ground to the south-east of the agent. (YES, a path is observed 1 step to the east)
Priority 2: Move South-East - Requirement: Flat ground to the south-east of the agent. (Cannot verify because the player's observation after Priority 1 action has not been provided)
Priority 3: Move South-East - Requirement: Flat ground to the south-east of the agent. (Cannot verify, same reason as Priority 2)
Priority 4: Do - Requirement: Facing stone and have the necessary tool (wood pickaxe). (NO, player does not have the necessary tool, and they are not facing the stone)
Priority 5: Make Stone Pickaxe - Requirement: Facing the crafting table and have wood, and stone in the inventory. (NO, the player has not collected stone, and they are not facing the crafting table)
Yes, the last player action succeeded. The player was facing a tree at step 32 and took the action "do." As a result, the player was able to collect wood, which is now in the inventory as shown in the observation at step 34.