SlowGuess/NeurIPS_2023_OCR huggingface dataset:
1. Action: Move North (Priority: 1/5)  
Requirement: Flat ground above the agent.
2. Action: Move West (Priority: 2/5) Requirement: Flat ground left to the agent.
3. Action: Do (Priority: 3/5) Requirement: Facing the tree; have the necessary tool (wood_pickaxe in the inventory).
4. Action: Move South (Priority: 4/5) Requirement: Flat ground below the agent.
5. Action: Move East (Priority: 5/5) Requirement: Flat ground right to the agent.
1. Action: Move North (Priority: 1/5)  
Requirement: Flat ground above the agent.  
Yes, the requirement is met.
2. Action: Move West (Priority: 2/5) Requirement: Flat ground left to the agent. Yes, the requirement is met.
3. Action: Do (Priority: 3/5) Requirement: Facing the tree; have the necessary tool (wood_pickaxe in the inventory). No, the requirement is not met as the agent is currently facing iron, not a tree.
4. Action: Move South (Priority: 4/5) Requirement: Flat ground below the agent. Yes, the requirement is met.
5. Action: Move East (Priority: 5/5) Requirement: Flat ground right to the agent. Yes, the requirement is met.
Yes, the last player action succeeded. The player moved to the east because there was a flat ground (grass) in that direction, allowing them to move without any obstacles.
The best executable action from above is:
Action: Move North (Priority: 1/5)
- Step: 38, Cumulative Reward: 0.0=You took action move_north.
- stone: 1
- wood pickaxe: 1
QA
1. Stone: Provides stone resource for crafting tools, weapons, and other structures; requires a wood pickaxe or better to be collected.
2. Path: No specific resource provided; aids in easier navigation and can be used as a marker to identify previously visited places.
3. Tree: Provides wood resource for crafting tools, shelters, and fuel; requires no special tool to be collected, but an axe or better can speed up the collection process.
4. Coal: Provides coal resource for fueling furnaces; requires a wood pickaxe or better to be collected.
5. Iron: Provides iron resource for crafting higher-level tools, weapons, and armor; requires a stone pickaxe or better to be collected.
6. Grass: No specific resource provided; can be used as a flooring material or to create a grassy environment.
1. Stone: Yes, the requirements are met, as you have a wood_pickaxe in your inventory, which can be used to collect stone.
2. Path: Yes, the requirements are met, as there are no specific requirements to interact with a path; you can walk on it or follow it for navigation purposes.
3. Tree: Yes, the requirements are met, as there are no special tools needed to collect wood from the tree. However, using an axe would speed up the collection process, but you don't currently have one.
4. Coal: Yes, the requirements are met, as you have a wood_pickaxe in your inventory, which can be used to collect coal.
5. Iron: Yes, the requirements are met, as you have a wood_pickaxe in your inventory, which can be used to collect iron. However, a stone pickaxe or better is required to collect iron, so you need to craft a stone_pickaxe first.
6. Grass: Yes, the requirements are met, as there are no specific requirements to interact with grass; you can walk on it, dig it up, or use it for decoration.
1. Craft a Stone Pickaxe (Priority: 5): Since the player already has a wood pickaxe, the next step is to upgrade to a stone pickaxe for better efficiency in mining and to be able to collect iron. The player can use the stone pickaxe to further progress in the game, as it unlocks more crafting options.
2. Collect Coal (Priority: 4): Coal is essential for fueling furnaces, and the player has a wood pickaxe, which can be used to collect coal. By collecting coal, the player can smelt iron and other ores, which are necessary for crafting higher-tier tools, weapons, and armor.
3. Collect Iron (Priority: 3): The player will need to collect iron to craft advanced tools and weapons, which are essential for better survival chances and to progress in the game. However, the player must craft a stone pickaxe first to be able to collect iron.
The top sub-task is to craft a Stone Pickaxe. The requirements for this task are:
1. Collect Stone: The player needs to have enough stone in their inventory to craft a stone pickaxe. They already have 1 stone, but may need more, depending on the crafting recipe in the game.
2. Place Table (Crafting Table): The player needs to have a crafting table placed nearby to perform the crafting action for making a stone pickaxe.
1. If the player does not have a crafting table yet, they should collect enough wood and craft a table (crafting table) first, and then place it in a convenient location.
2. If more stone is required, the player should use their wood_pickaxe to mine additional stone.
3. Once the player has enough stone and access to a crafting table, they should craft the stone pickaxe.
Based on the most recent player observation (Step 76), here are the top 5 actions the player should take and the requirements for each action. I have also indicated their priority out of 5 (1 being the highest priority).
1. Priority 1: Collect Coal
Action: Do
Requirement: Facing coal; have a wood_pickaxe in the inventory.
Reason: To smelt iron and eventually craft an iron pickaxe and sword.
2. Priority 2: Move East
Action: Move East
Requirement: Flat ground right of the agent (east)
Reason: To be closer to the coal, stone, and iron, which are needed for crafting better tools and weapons.
3. Priority 3: Collect Stone
Requirement: Facing stone; have wood_pickaxe in the inventory.
Reason: To have enough stone to craft a stone pickaxe and place a furnace, which are needed for later progress in the game
4. Priority 4: Place Table (Crafting Table)
Action: Place Table
Reason: To perform the crafting action for making a stone pickaxe and other tools and weapons. Note: If the player doesn't have wood, they should first collect wood.
5. Priority 5: Craft Stone Pickaxe
Action: Make Stone Pickaxe
Requirement: Nearby table (crafting table); wood, stone in inventory.
Reason: To collect iron and progress further in the game.
Are the requirements met? Partially. The player has a wood_pickaxe in their inventory, but they are not currently facing coal. They need to move east first to face the coal.
Requirement: Flat ground right of the agent (east).
Are the requirements met? Yes. There is no indication of obstacles to the east of the player so they can move east.
Are the requirements met? Partially. The player has a wood_pickaxe in their inventory, but they are not facing stone. They need to move east first to approach the stone.
Are the requirements met? No. The player does not currently have wood in their inventory. They will need to collect wood before placing a table.
Are the requirements met? No. The player needs to have a nearby crafting table, as well as both wood and stone in their inventory. Currently, they only have one stone and no wood in their inventory. They also need to place a table first to meet the "nearby table" requirement.
Yes, the last player action (move_north) succeeded. It succeeded because there was flat ground (grass) in the direction the player was moving (north), allowing the player to move there.
Priority 2: Move East
This action is executable because there is no indication of obstacles to the east of the player, so they can move east.
Moving east will also bring the player closer to the coal, stone, and iron, which are needed for crafting better tools and weapons.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  39, 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 2 steps to your east
-path 3 steps to your south-east
- tree 1 steps to your west
-iron2steps to your south-east
You face coal at your front (east).
- health: 9/9
-food:8/9
drink:8/
energy:8/9
- stone: 1
- wood_pickaxe: 1
QA
Question: Action
1. Grass: Provides no specific resources but can be used as flat ground for movement or building. No requirements.
2. Stone: Provides stone resources, can be used in crafting tools and building structures. Requires a wood_pickaxe or better to mine.
3. Path: Provides a path for easier movement without obstructions. No requirements.
4. Tree: Provides wood resources, can be used in crafting various items and building shelters. Requires a wood_pickaxe or better to obtain wood.
5. Coal: Provides coal resources, can be used as fuel for smelting iron in a furnace. Requires a wood_pickaxe or better to mine.
6. Iron: Provides iron resources, can be used in crafting higher-tier tools and weapons. Requires a stone_pickaxe or better to mine.
1. Grass: Yes, there are no requirements for interacting with grass.
2. Stone: Yes, you have a wood_pickaxe in your inventory which meets the requirement to mine stone.
3. Path: Yes, there are no requirements for using the path.
4. Tree: Yes, you have a wood_pickaxe in your inventory which meets the requirement to obtain wood from the tree.
5. Coal: Yes, you have a wood_pickaxe in your inventory which meets the requirement to mine coal
6. Iron: No, you need a stone_pickaxe or better to mine iron, and you currently only have a wood_pickaxe in your inventory.
1. Craft a stone_pickaxe: Priority 5/5 - Crafting a stone_pickaxe will allow you to mine iron, which is essential for upgrading your tools and weapons.
2. Mine more stone: Priority 4/5 - Mining more stone will provide resources required to craft a stone_pickaxe and other stone tools or building structures.
3. Mine coal: Priority 3/5 - Mining coal will provide fuel for smelting iron in a furnace. While not immediately essential, it will be necessary once you have collected iron.
For the top sub-task (Craft a stone_pickaxe), the requirements are:
- Have stone in the inventory (at least 3 pieces)
- Have wood in the inventory (at least 1 piece for the handle)
- Be near a table
The player has 1 stone in their inventory. They should first mine more stone (2 additional pieces) to meet the requirements of crafting a stone_pickaxe.
1. Priority 1: Do (mine coal) - Requirement: Facing coal and have a wood_pickaxe in the inventory. (Player has wood_pickaxe and is currently facing coal)
2. Priority 2: Move East - Requirement: Flat ground to the east of the player.
3. Priority 3: Do (mine stone) - Requirement: Facing stone and have a wood_pickaxe in the inventory.
4. Priority 4: Move West - Requirement: Flat ground to the west of the player.
5. Priority 5: Move South - Requirement: Flat ground to the south of the player.
1. Priority 1: Do (mine coal) - Yes, the requirements are met. The player has a wood_pickaxe in their inventory, and they're currently facing coal.
2. Priority 2: Move East - Yes, the requirement is met. There is flat ground (stone) to the east of the player.
3. Priority 3: Do (mine stone) - No, the requirement is not met yet. The player is not facing stone at the moment. They need to move east first.
4. Priority 4: Move West - Yes, the requirement is met. The player can see flat ground (tree) to the west.
5. Priority 5: Move South - Yes, the requirement is met. There is flat ground to the south of the player.
The best executable action from above is Priority 1: Do (mine coal). The requirements are met, as the player has a wood_pickaxe in their inventory and is currently facing coal.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step: 40, Cumulative Reward: 1.0$
- grass 1 steps to your north
- stone 2 steps to your east
- tree 1 steps to your west
- coal 3 steps to your south-east
-iron2steps to your south-east
-health:9/9
-food:8/9
- drink: 8/
energy:8/9
-coal:1
1. Grass: Resource - Saplings for planting, Requirement - None.
2. Stone: Resource - Stone for crafting tools and building materials, Requirement - Wood pickaxe or stronger.
3. Path: Resource - None, Requirement - None (it is a traversable terrain).
4. Tree: Resource - Wood for crafting tools and building materials, Requirement - None.
5. Coal: Resource - Coal for smelting and fuel, Requirement - Wood pickaxe or stronger.
6. Iron: Resource - Iron for crafting advanced tools and weapons, Requirement - Stone pickaxe or stronger.
Answer:   
The last action taken by the player was "do."   
Question: For each object in the list, are the requirements met for interaction?   
Answer:   
1. Grass: Yes, the requirements are met for interaction as grass can be collected with hands or any tool..   
2. Stone: Yes, the requirements are met for interaction since you have a wood_pickaxe in your inventory.   
3. Path: Yes, the requirements are met for interaction as it is a traversable terrain and allows you to move.   
4. Tree: Yes, the requirements are met for interaction as trees can be chopped down with hands or any tool.   
5. Coal: Yes, the requirements are met for interaction as you have a wood_pickaxe in your inventory.   
6. Iron: No, the requirements are not met for interaction as you need a stone pickaxe or stronger to mine iron, and you only have a wood_pickaxe in your inventory.
1. Craft a Stone Pickaxe (Priority: 5/5) - Since you already have stone and a wood pickaxe in your inventory, crafting a stone pickaxe will allow you to collect iron and other advanced resources.
2. Collect more Stone (Priority: 4/5) - Gathering more stone will enable you to craft additional tools, weapons, and building materials, like stone words and furnaces.
3. Collect Wood (Priority: 3/5) - Wood is an essential resource for crafting and building. Having more wood in your inventory will help you create tools, weapons, and shelters as needed.
Top Sub-task: Craft a Stone Pickaxe
1. Nearby crafting table
2. Wood and stone in inventory (already have one stone)
1. Collect more Stone: There is stone 2 steps to the east; move towards it and use the wood pickaxe to collect it.
2. Find or place a Crafting Table: If there is no crafting table nearby, use the collected wood to craft one and place it down.
3. Craft the Stone Pickaxe: Approach the crafting table and use the available wood and stone in the inventory to create a new stone pickaxe.
Answer:
1. Priority 1: Move East
2. Priority 2: Do (Collect Stone)
Requirement: Facing stone (to the east), and have a wood_pickaxe in inventory.
5. Priority 5: Make Stone Pickaxe
3. Priority 3: Move West (till you find a Crafting Table or a suitable place for one)
Requirement: Flat ground left to the agent.
4. Priority 4: Place Table (if no existing Drafting Table is found)
Requirement: Wood in inventory.
Requirement: Nearby table, wood and stone in inventory (collected in previous actions).
1. Priority 1: Move East
Status: Met (You face a path to the east)
Status: Not Met (You are not facing stone)
3. Priority 3: Move West (till you find a Crafting Table or a suitable place for one)
Requirement: Flat ground left to the agent.
Status: Met (You see a tree one step to your west)
4. Priority 4: Place Table (if no existing Crafting Table is found)
Requirement: Wood in inventory
Status: Not Met (No wood in inventory)
Status: Not Met (Table not found and wood not in inventory)
Yes, the last player action succeeded. The player was able to collect coal because they were facing coal and had the
necessary tool (wood_pickaxe) in their inventory.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  41, 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
- path 2 steps to your south
- tree 2 steps to your west
- lava 7 steps to your north-east
- coal 2 steps to your south-east
-iron 1 steps to your south
Your status:
-health:9/9
-food:8/9
drink: 7/9
energy:8/9
- stone: 1
-coal:1
- wood pickaxe: 1
1. Grass: Provides no direct resources, but it allows you to move freely without obstacles.
2. Stone: Provides stone resources, requires a wood_pickaxe or better to mine.
3. Tree: Provides wood resources, requires using hands or an axe to chop/cut it down.
4. Lava: Hazardous, no resource provided. Stay away to avoid damage.
5. Coal: Provides coal resources, requires a wood_pickaxe or better to mine.
6. Iron: Provides iron resources, requires a stone_pickaxe or better to mine.
7. Path: Provides easier movement and navigation, no resources provided.
1. Grass: You can move on the grass freely, so the requirement of flat ground is met.
2. Stone: You have a wood_pickaxe in your inventory, so the requirement of having a wood_pickaxe or better is met for mining stone.
3. Tree: You can use your hands or an axe (if you had one) to chop/cut it down, so the requirement is met.
4. Lava: The requirement is to avoid it for your safety, so stay away and don't interact with it.
5. Coal: You have a wood_pickaxe in your inventory, so the requirement of having a wood_pickaxe or better is met for mining coal.
6. Iron: You have a wood_pickaxe in your inventory, which is not sufficient for mining iron. You need a stone_pickaxe or better to meet the requirement.
7. Path: You can move on the path without any requirements, so the requirement is met for easier movement and navigation.
1. Craft a Stone Pickaxe (Priority: 5/5): You have 1 stone in your inventory, and with more stones, you can craft a stone pickaxe, which allows you to mine iron.
2. Collect more Stone (Priority: 4/5): Mine the stone you're facing to gather more and be able to craft a stone pickaxe.
3. Mine Iron (Priority: 3/5): Once you have crafted a stone pickaxe, mine the iron that's 1 step to your south to collect iron resources for future tool and weapon crafting.
Requirements for the top sub-task (Craft a Stone Pickaxe):
1. Collect 2 more stones (You currently have 1 stone in your inventory; a total of 3 stones are required).
2. Have a nearby crafting table.
1. Mine the stone you're facing (to the east) to collect more stones.
Priority 1: Do (Mine stone)
Requirements: Facing stone; have necessary tool (wood_pickaxe).
Priority 2: Move West (To go back to the grass)
Requirements: Flat ground (grass) to the west of the player.
Priority 3: Place a Table (Crafting table)
Requirements: Enough collected wood in inventory.
Priority 4: Make Stone Pickaxe (Upgrade to stone pickaxe)
Requirements: Nearby table; collected wood and stone in inventory.
Priority 5: Collect Drink (Restore thirst)
Requirements: Be close to a water source like a lake.
Requirements: Facing stone; have necessary tool (wood_pickaxe)
Status: Requirements met (Player is facing stone and has a wood_pickaxe in inventory).
Status: Requirements met (Grass is 1 step to the west).
Status: Requirements not met (Player doesn't have any wood in inventory).
Status: Requirements not met (Player doesn't have a table, and there is no wood in inventory).
Status: Requirements not met (Player doesn't see a water source in their current observation).
Yes, the last player action succeeded because the player was able to move east without encountering any obstacles or issues.
The player's observation after the action indicates a change in the surroundings and the direction the player is
facing, which confirms the successful movement.
The best executable action from the list above is Priority 1: Do (Mine stone). The requirements for this action are met
since the player is facing the stone and has a wood_pickaxe in their inventory.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step: 42, Cumulative Reward: 0.0$
- grass 1 steps to your west
- stone 2 steps to your north-east
- tree 2 steps to your west
- lava 7 steps to your north-east
- coal 2 steps to your south-east
-iron1steps to your south
drink: 7/9
energy:8/9
- stone: 2
- coal: 1
1. Grass: Provides no resources. No requirements.
2. Path: Provides no resources. No requirements.
3. Tree: Provides wood resource. Requires a wood or better pickaxe to collect.
4. Lava: Provides no resources. Avoid it to prevent damage
5. Coal: Provides fuel resource for furnaces. Requires a wood or better pickaxe to collect.
6. Iron: Provides iron resource for tools and weapons. Requires a stone or better pickaxe to collect.
7. Stone (in inventory): Provides stone resource for tools, weapons, and building materials. Requires a wood or better pickaxe to collect.
1. Grass: No requirements for interaction, so yes, the requirements are met.
2. Path: No requirements for interaction, so yes, the requirements are met.
3. Tree: Requires a wood or better pickaxe to collect. You have a wood_pickaxe in your inventory, so yes, the requirements are met.
4. Lava: Interaction is not advised, as it can cause damage. So, the requirements for safe interaction are not met.
5. Coal: Requires a wood or better pickaxe to collect. You have a wood_pickaxe in your inventory, so yes, the requirements are met.
6. Iron: Requires a stone or better pickaxe to collect. You currently have a wood_pickaxe, so no, the requirements are not met.
7. Stone (in inventory): Requires a wood or better pickaxe to collect, which you already have. As it's already in your inventory, there's no need for interaction at the moment.
1. Collect more stone to create a stone pickaxe (Priority: 5/5). Crafting a stone pickaxe will allow you to collect iron, which is essential for more advanced tools and weapons.
2. Collect wood from the nearby tree (Priority: 4/5). Wood is a crucial resource for crafting additional tools, weapons, and structures (e.g., table and shelter).
3. Collect coal from the nearby coal deposit (Priority: 3/5). Gathering more coal will be helpful for smelting iron and other ores in a furnace.
To accomplish the top sub-task of collecting more stone to create a stone pickaxe, the player needs to have a crafted wooden pickaxe, which they already have in their inventory, and be near a stone deposit.
The player should first move to a stone deposit, face it, and then use the "do" action with the wooden pickaxe to collect stone. Once enough stone is collected, the player can craft a stone pickaxe at a table.
1. Priority 1: Move South - Requirement: Flat ground below the agent. Reason: The player needs to get closer to the iron deposit, which is one step to the south.
2. Priority 2: Do - Requirement: Facing creature or material; have the necessary tool (wood_pickaxe). Reason: Once the player is close to the stone deposit, they should use the wooden pickaxe to collect more stone.
3. Priority 3: Move West - Requirement: Flat ground left to the agent. Reason: To find a suitable location to place a table for crafting.
4. Priority 4: Place Table - Requirement: Wood in inventory. Reason: The player needs a table to craft a stone pickaxe.
5. Priority 5: Make Stone Pickaxe - Requirement: Nearby table; wood and stone in inventory. Reason: Once the table is placed, the player can craft a stone pickaxe, which allows the collection of iron and more efficient collection of other materials.