SlowGuess/NeurIPS_2023_OCR huggingface dataset:
1. Grass: Yes, the requirements are met for interaction as grass requires no specific tools or actions to interact with.
2. Stone: Yes, the requirements are met for interaction as you possess a wood_pickaxe and a stone_pickaxe, both of which can collect stone.
3. Path: Yes, the requirements are met for interaction as the path can be used for navigation without any requirement.
4. Tree: Yes, the requirements are met for interaction as no specific tool is needed to interact with a tree, though using an axe would be more efficient. Currently, you don't have an axe, but you can still interact with it.
5. Coal: Yes, the requirements are met for interaction as you possess a wood_pickaxe and a stone_pickaxe, both of which can collect coal.
6. Iron: Yes, the requirements are met for interaction as you possess a stone pickaxe, which can collect iron.
7. Table: Yes, the requirements are met for interaction as you already made and placed a table. You can use it for crafting without any additional requirements.
1. Collect iron (Priority 5/5): This is the highest priority task since you have a stone_pickaxe capable of collecting iron, and collecting iron allows you to craft essential tools and weapons like iron pickaxes and iron swords.
2. Collect coal (Priority 4/5): This task is important because coal is needed to smelt iron in a furnace. You already have one coal in your inventory, but collecting more coal ensures you have enough fuel for smelting tasks.
3. Increase food and drink (Priority 3/5): Your food and drink levels are not dangerously low yet, but it's essential to stay aware. Look for opportunities to collect drink from a nearby lake or interact with passive mobs such as cows or other sources of food to replenish your supplies.
Top sub-task: Collect iron
Requirements:
1. Stone pickaxe (already in inventory)
2. Locate iron deposits (iron is 3 steps to your north-east)
1. Move towards the iron deposit by taking action move_north-east. Once the player is near the iron deposit, they should face it directly.
2. Use the stone_pickaxe to collect the iron by taking action do.
1. Move North-East (Priority 1) Requirement: Flat ground diagonally up-right.
2.Do (Priority 2)
Requirement: Facing the iron deposit; stone_pickaxe in inventory.
3. Move South-East (Priority 3)
Requirement: Flat ground diagonally down-right (to return to the table).
4. Make Iron Pickaxe (Priority 4)
Requirement: Nearby table, furnace; wood, coal, and collected iron in inventory.
5. Move toward Coal Deposit (Priority 5)
Requirement: Identify the best direction to reach the coal deposit visible 4 steps to your north-east (possible actions: move_north, move_east or any combination).
1. Move North-East (Priority 1)
Requirement: Flat ground diagonally up-right.
- The requirement for this action is met, as you can move north-east.
2.Do (Priority 2)
- The requirement for this action is not yet met, as you are not currently facing the iron deposit.
3. Move South-East (Priority 3)
Requirement: Flat ground diagonally down-right (to return to the table).
The requirement for this action is met, as the table is 2 steps to your south-east, and presumably there is flat ground that you previously moved across.
4. Make Iron Pickaxe (Priority 4)
- The requirement for this action is not met since you haven't collected iron yet and possibly haven't placed a furnace.
- The requirement for this action cannot be determined without knowing if flat ground is available between current position and coal deposit. You need to choose the best path based on the terrain (move_north or move_east).
Yes, the last player action succeeded. The move_north action was successful because there was flat ground (grass) in the direction of the movement (north), allowing the player to move to that location.
The best executable action from above is to move North-East (Priority 1), as it has flat ground diagonally up-right, and the requirement for this action is met.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step: 67, Cumulative Reward: 0.0$
- stone 4 steps to your south-east
-path 1 steps to your east
-iron2steps to your north-east
drink: 6/9
-energy:7/9
1. Stone: Provides resources for crafting stone tools and a furnace; requires a wood_pickaxe to collect.
2. Path: Provides easier movement; no requirements.
3. Tree: Provides wood for crafting tools, weapons, and structures; requires a wood_pickaxe or stone_pickaxe to collect.
4. Coal: Provides fuel for smelting iron in a furnace; requires a wood_pickaxe or stone_pickaxe to collect.
5. Iron: Provides resources for crafting iron tools and weapons; requires a stone_pickaxe to collect.
6. Table: Provides a crafting station for making tools and weapons; requires wood to craft and place.
7. Cow: Provides food for restoring health and hunger; requires a weapon or tool to defeat and collect meat.
8. Grass: Blocks the path; no resources provided, can be dug or moved around; no requirements.
1. Stone: Yes, the requirements are met, as you have a wood_pickaxe and a stone_pickaxe in your inventory.
2. Path: Yes, the requirements are met. No specific tool or resource is needed to utilize the path.
3. Tree: Yes, the requirements are met, as you have a wood_pickaxe and a stone_pickaxe in your inventory.
4. Coal: Yes, the requirements are met, as you have a wood_pickaxe and a stone_pickaxe in your inventory.
5. Iron: Yes, the requirements are met, as you have a stone_pickaxe in your inventory.
6. Table: Yes, the requirements are met. It's available for crafting since you placed it earlier.
7. Cov: Yes, the requirements are met. You can use your wood_pickaxe, stone_pickaxe, or craft a suitable weapon to defeat and collect meat.
8. Grass: Yes, the requirements are met. You can dig through or move around it without any specific tool or resource.
Answer: 1. Collect Iron (Priority: 5/5): Collecting iron is essential as it allows the creation of iron tools and weapons, leading to better performance and advancement in the game.
2. Improve Food and Drink (Priority: 4/5): Increase your food and drink levels by consuming food (e.g., defeating the cow and eating its meat) and finding a water source to drink. This will sustain you in the game longer and keep your health, hunger, and thirst levels maintained.
3. Craft a Wood or Stone Sword (Priority: 3/5): Crafting a wood or stone sword can increase your combat abilities and improve your defense against monsters. This will increase your chances of survival and help you to accomplish other tasks more efficiently.
Top Sub-task: Collect Iron
1. Locate the iron ore: You need to find iron ore blocks in the game environment
2. Use Stone Pickaxe: You must have a stone_pickaxe in your inventory. (You already have it)
The player should move 2 steps to the north-east to reach the iron block and then use the stone_pickaxe to collect the iron ore.
Requirement: Flat ground right to the agent. (path 1 step to your east)
2. Priority 2: Move North
Requirement: Flat ground above of the agent. (iron 2 steps to your north-east)
3. Priority 3: Do
Requirement: Facing the iron ore; have stone_pickaxe in the inventory.
4. Priority 4: Locate a source of water to collect drink
Requirement: Find a lake or river in the player's surroundings.
5. Priority 5: Move towards the water source
Requirement: Clear path towards the discovered water source for the player to walk to.
- Yes, the requirement is met as there's a path 1 step to the east.
- Yes, the requirement is met as there are 2 more steps to reach the iron ore.
- The requirement for having a stone_pickaxe in the inventory is met. However, the player needs to face the iron ore before the "Do" action can be taken to mine the ore.
- Currently, there's no information on a water source in the player's surroundings, so this requirement is not met.
- As there's no water source discovered yet, this requirement is not met.
Answer:  
Yes, the last player action succeeded because the player was able to move north without any obstacles or issues, as indicated by the change in the player's observations and surroundings after the action was taken.
The best executable action from the list above is Priority 1: Move East, as it has a flat ground right to the agent, and the requirement is met with the path 1 step to the east.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step: 68, Cumulative Reward: 0.0$
- grass 1 steps to your west
- stone 3 steps to your south-east
- tree 4 steps to your north-west
- coal 2 steps to your north-east
-iron 1 steps to your north
- table 2 steps to your south
- cow 7 steps to your north-west
- stone: 1
-coal:1
- wood_pickaxe: 1
- stone_pickaxe:
1. Grass: Provides no direct resources, but can be traversed easily. Requirement: None.
2. Stone: Provides stone resource, used for crafting various tools and building materials. Requirement: Wood pickaxe or better to collect.
3. Tree: Provides wood resource, used for crafting tools, building materials, and creating a table. Requirement: No tools needed, but having an axe may speed up the process.
4. Coal: Provides coal resource, used for smelting metal ores in a furnace. Requirement: Wood pickaxe or better to collect.
5. Iron: Provides iron resource, smelt it in a furnace to make iron ingots, used for crafting tools and weapons. Requirement: Stone pickaxe or better to collect.
6. Table: Allows you to craft various tools and weapons with the resources gathered. Requirement: Wood to craft the table.
7. Path: Provides an easy movement between locations; not a resource but more of an environmental feature. Requirement: None.
8. Cow: Provides food when killed. Requirement: No tools needed, but having a weapon like a wooden or stone sword is more efficient.
9. Wood Pickaxe (in inventory): Used for gathering stone and coal. Requirement: Wood crafted at a table.
10. Stone Pickaxe (in inventory): Used for gathering iron and better materials. Requirement: Stone and wood crafted at a table.
1. Grass: No requirements to interact with, so yes, the requirements are met.
2. Stone: Requires a wood pickaxe or better to collect. You have a wood_pickaxe and a stone_pickaxe in your inventory, so yes, the requirements are met.
3. Tree: No tools needed, but having an axe may speed up the process. You don't have an axe, but you can still interact with the tree, so yes, the requirements are met.
4. Coal: Requires a wood pickaxe or better to collect. You have a wood_pickaxe and a stone_pickaxe in your inventory, so yes, the requirements are met.
5. Iron: Requires a stone pickaxe or better to collect. You have a stone_pickaxe in your inventory, so yes, the requirements are met.
6. Table: The table is already present in the environment, so there are no requirements to interact with it. Yes, the requirements are met.
7. Path: No requirements to interact with, so yes, the requirements are met.
8. Cow: No tools needed, but having a weapon is more efficient. You don't have a weapon, but you can still interact with the cow, so yes, the requirements are met.
9. Wood Pickaxe (in inventory): Already in your inventory and can be used to gather stone and coal. Yes, the requirements are met.
10. Stone Pickaxe (in inventory): Already in your inventory and can be used to gather iron and better materials. Yes, the requirements are met.
1. Priority 5/5: Collect iron. Since you have a stone_pickaxe, you can collect the iron 1 step to the north to craft more advanced tools and weapons, such as an iron pickaxe or an iron sword.
2. Priority 4/5: Collect coal. With coal in your inventory, you will be able to smelt the iron ore in a furnace. You already have one coal in your inventory, but collecting more will come in handy for future smelting tasks. The coal is 2 steps to your north-east.
3. Priority 3/5: Chase and kill the cow 7 steps to your north-west to obtain food. Your food level is currently at 7/9, so it is not an immediate concern. However, collecting food from the cow will be beneficial to keep your food supply stable. You can interact with the cow without any tools, but crafting a weapon such as a wooden or stone sword may make the task more efficient.
The top sub-task is to collect iron. The requirements for this task are:
1. Having a stone pickaxe, which you already possess in your inventory.
2. Locating iron ore, which is 1 step to your north.
Since you have met both requirements, the first thing the player should do is move north. Then, the player can use the stone_pickaxe to collect the iron ore.
Action: Move North
Requirements: Flat ground above the agent.
Reason: To move closer to the iron ore.
Actio:
Requirements: Facing iron ore (after moving North) and have necessary tool (stone_pickaxe).
Reason: To collect iron ore using the stone_pickaxe.
Action: Move South
Requirements: Flat ground below the agent.
Reason: To move closer to the table (2 steps to the south) for crafting the iron pickaxe.
Action: Make Iron Pickaxe
Requirements: Nearby table (after moving South), furnace, wood, coal, collected iron.
Reason: To craft an iron pickaxe to collect diamond.
Reason: To move back to the area with coal and search for diamond.
Status: Requirements met, as you face grass at your front (north).
Requirements: Facing iron ore (after moving North) and having a necessary tool (stone_pickaxe).
Status: Requirements met once you move north. You have a stone_pickaxe in your inventory.
Status: Requirements will be met after completing Priority 2, as you can move back.
Status: Partially met. You are missing a furnace in your inventory or placed nearby. You will need to place a furnace or craft one before fully meeting the requirements for making an iron pickaxe.
Status: Requirements will be met after completing Priority 3 and returning south.
Yes, the last player action (move_east) succeeded. The player was able to move east because there was a path- a flat ground surface- in the east direction, allowing the player to move in that direction.
Since the requirements are met (flat ground with grass above the agent), the player should move north to get closer to the iron ore.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  69, 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 south-east
- path 1 steps to your east
- tree 4 steps to your north-west
- coal 2 steps to your north-east
- table 2 steps to your south
- cow 7 steps to your north-west
You face iron at your front (north).
Your status
-health:9/9
-food:7/9
drink: 6/9
energy: 7/9
- stone: 1
-coal:1
- wood_pickaxe:1
= store_pickaxe:1
QA
Answer:   
1. Grass: Provides no specific resources, but can be used to navigate through the environment. No requirements.   
2. Stone: Provides stone resource for crafting tools and building structures. Requires a wood pickaxe or better to mine.   
3. Path: No resources provided, used for navigation. No requirements.   
4. Tree: Provides wood resource for crafting tools and building structures. Requires a tool or hands to collect.   
5. Coal: Provides coal resource for smelting metals in a furnace. Requires a wood pickaxe or better to mine.   
6. Table: Provides a crafting station for creating tools and weapons. No requirements.   
7. Iron: Provides iron resource for crafting advanced tools and weapons. Requires a stone pickaxe or better to mine.   
8. Cow: Provides food for restoring hunger when killed. No requirements.
1. Grass: No requirements for interaction. Requirements met.
2. Stone: Requires a wood pickaxe or better to mine. You have a wood_pickaxe and a stone_pickaxe in your inventory. Requirements met.
3. Path: No requirements for interaction. Requirements met.
4. Tree: Requires a tool or hands to collect. You have a wood_pickaxe and a stone_pickaxe in your inventory. Requirements met.
5. Coal: Requires a wood pickaxe or better to mine. You have a wood_pickaxe and a stone_pickaxe in your inventory. Requirements met.
6. Table: No requirements for interaction. Requirements met.
7. Iron: Requires a stone pickaxe or better to mine. You have a stone_pickaxe in your inventory. Requirements met.
8. Cow: No requirements for interaction. Requirements met.
1. Collect Iron: Interact with the iron in front of you to gather the resource for crafting advanced tools and weapons. Priority: 5/5.
2. Collect Coal: Mine the coal 2 steps to your north-east since it is needed for smelting metals in a furnace. Priority: 4/5.
3. Restore Drink: Find a water source or lake and drink from it to restore your thirst, which is currently at 6/9. Priority: 3/5.
For the top sub-task: Collect Iron, the requirements are as follows:
- Be in proximity to the iron ore.
- Have a stone pickaxe or higher-tier pickaxe in the inventory.
The player already fulfills both requirements, as the iron is one step to the north and the player has a stone_pickaxe in their inventory.
Thus, the player should take the following action first:
- Interact with the iron in front (north) using the stone_pickaxe to collect the iron ore.
1. Priority 1: Do (Interact with Iron) Requirement: Facing iron ore; have a stone pickaxe or higher in the inventory. Reason: To collect more iron for crafting better tools and weapons.
2. Priority 2: Move West
Requirement: Flat ground to the west of the agent.
Reason: To return to the table where the player can craft new items.
3. Priority 3: Make Iron Pickaxe
Requirement: Nearby table; iron, coal, and a furnace in the inventory.
Reason: To create a stronger pickaxe that can collect diamond.
4. Priority 4: Make Iron Sword
Requirement: Nearby table, furnace; iron and coal in the inventory.
Reason: To create a stronger sword for defending against stronger monsters.
5. Priority 5: Do (Attack Cow)
Requirement: Facing a cow; have a sword in the inventory.
Reason: To obtain food to restore the player's food meter.
1. Priority 1: Do (Interact with Iron)
Requirement: Facing iron ore; have a stone pickaxe or higher in the inventory.
Are requirements met? Yes, the player is facing iron and has a stone_pickaxe.
2. Priority 2: Move West
Are requirements met? Yes, there is grass one step to the west of the player.
Are requirements met? Not yet, the player needs to collect iron and then go to the table and furnace to attempt crafting it.
Are requirements met? No, the player is not currently facing a cow and does not possess a sword in the inventory.
Yes, the last player action succeeded. The player moved north because there was a flat ground (path) in that direction, allowing the player to take the move_north action.
The best executable action from the list above is Priority 1: Do (Interact with Iron). The player is currently facing iron ore and has a stone_pickaxe in their inventory, meeting the requirements for this action.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  ：70，Cumulative Reward:1.0  $= \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \cdot$
- grass 1 steps to your west
- stone 3 steps to your south-east
- tree 4 steps to your north-west
- coal 2 steps to your north-east
- table 2 steps to your south
- cow 6 steps to your north-west
You face path at your front (north).
-health:9/9
-food:7/9
drink: 6/9
energy:7/9
-iron:1
Place Furnace
Resource it provides - None (mainly a surface in the game)
Requirement - No requirements
Resource it provides - Stone (used for crafting tools and building structures)
Requirement - Need a wood_pickaxe or better tool to collect
Resource it provides - Wood (used for crafting tools and building structures)
Requirement - No specific requirements, just approach and interact
4. Coal:
Resource it provides - Coal (used for smelting iron)
5. Table:
Resource it provides - Tool and weapon crafting station
Requirement - Need to have collected wood and crafted the table
6. Cow:
Resource it provides - Food (cow meat to restore health)
Requirement - Approach and interact to obtain food
7. Path:
Resource it provides - Easier navigation
8.Iron:
Resource it provides - Iron (used for crafting better tools and weapons)
Requirement - Need a stone_pickaxe or better tool to collect
Requirements met - Yes, there are no requirements for interacting with grass.
Requirements met - Yes, the player has a wood_pickaxe and a stone_pickaxe in their inventory, which can be used to collect stone.
Requirements met - Yes, there are no specific requirements for interacting with trees, and the player can approach to collect wood.
Requirements met - Yes, the player has a wood_pickaxe and a stone_pickaxe in their inventory, which can be used to collect coal.
Requirements met - Yes, the player already has access to the table, which can be used for crafting tools and weapons.
Requirements met - Yes, the player can approach the cow and interact to obtain food.
Requirements met - Yes, there are no requirements to interact with a path, and the player can use it for easier navigation.
Requirements met - Yes, the player has a stone_pickaxe in their inventory, which can be used to collect iron.
1. Smelt Iron and craft Iron tools (Priority: 5/5)
Since the player has collected iron, they should focus on smelting it using the furnace and crafting better tools such as an iron pickaxe and an iron sword which will help in collecting more resources and defending against monsters.
2. Restore Food and Drink levels (Priority: 4/5)
The player's food (7/9) and drink (6/9) levels are not at their maximum. They should focus on finding a source of water to drink and approach the cow or other food sources to restore their food level.
3. Collect more resources (Priority: 3/5)
The player should continue to collect more resources such as wood, stone, and coal to ensure they can craft more tools,
weapons, and structures for survival as the game progresses.
Requirements for the top sub-task (Smelt Iron and craft Iron tools):
- Place a Furnace: The player needs to place a furnace, which requires stone in their inventory (already available).
- Smelt Iron: The player needs coal (already available) to smelt the collected iron in the furnace.
- Craft Iron tools: The player needs to use the nearby table, smelted iron, and available wood to craft an iron pickaxe and
an iron sword.
The player should first place a furnace (action: place_furnace) near the table. Then, use the furnace to smelt the iron with the coal they have collected (action: smelt_iron). Finally, once the iron is smelted, they should craft iron tools, i.e., an iron pickaxe (action: make_iron_pickaxe) and an iron sword (action: make_iron_sword), using the nearby table.
1. Priority 1: Place Furnace (action: place_furnace)
Requirement: Stone in inventory (already available)
2. Priority 2: Smelt Iron (action: smelt_iron)
Requirement: Furnace placed, iron and coal in inventory (all available)
3. Priority 3: Make Iron Pickaxe (action: make_iron_pickaxe)
Requirements: Nearby table, smelted iron and wood in inventory (assuming smelted iron will be available after priority 2 is completed)
4. Priority 4: Make Iron Sword (action: make_iron_sword)
Requirements: Nearby table, smelted iron and wood in inventory (same as above)
5. Priority 5: Drink (action: drink)
Requirement: Access to a drinkable water source (like a lake), as the player's drink level is 6/9, getting closer to dehydration.
Requirement: Stone in inventory - Yes (1 stone available)
Requirement: Furnace placed - Not yet, needs to complete priority 1 action first