SlowGuess/NeurIPS_2023_OCR huggingface dataset:
Answer:
1. Priority 1: Place Table (Requirement: Wood in inventory) - Place a crafting table with the available wood, so that the player can craft weapons and tools.
2. Priority 2: Make Stone Sword (Requirement: Nearby table; wood, stone in inventory) - Craft a stone sword using the placed crafting table and available resources, so that the player has a weapon to defend against monsters.
3. Priority 3: Move South (Requirement: Flat ground below the agent) - Move towards the path, which could potentially lead to more resources or water.
4. Priority 4: Collect Drink (Requirement: No requirements) - Since the player's drink status is low, they should focus on finding a water source to replenish their thirst.
5. Priority 5: Sleep (Requirement: Energy level is below maximum) - Sleep when the energy becomes lower to ensure the player recovers some health and avoids exhaustion. Ensure to sleep in a safe place, away from monsters.
Answer:
1. Place Table: Yes, the requirements are met, as there is wood (1 unit) in the inventory.
2. Make Stone Sword: No, the requirements are not met as there is no stone in the inventory.
3. Move South: Yes, the requirements are met because there is a flat ground towards the south, as mentioned "path 1 step to your south" in the observation.
4. Collect Drink: No, the requirements are not yet met as there is no visible water source in the player's observation. They need to find a water source before drinking it.
5. Sleep: Yes, the requirements are met, as the energy level (7/9) is currently below the maximum. However, it is recommended to find a safe place before sleeping.
Yes, the last player action (move_east) succeeded. The action was successful because there was a flat ground (path) in the east direction, allowing the player to move in that direction.
The best executable action from the given options is "Move South," as it meets the requirement of having flat ground below the agent, and moving towards the path could potentially lead to more resources or a water source.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  185, 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 2 steps to your west
- stone 1 steps to your east
- table 4 steps to your south-west
- furnace 7 steps to your north-west
- zombie 6 steps to your north-west
-health:9/9
-food:3/9
drink: 1/9
-energy:7/9
1. Grass: Provides no resources but can be used to plant saplings. No requirements.
2. Stone: Provides stone resource when mined with a pickaxe. Requires stone_pickaxe or wood_pickaxe to mine.
3. Table: Allows you to craft tools and weapons. Requires wood to craft and place.
4. Furnace: Smelts iron and other ores. Requires stone to craft and place.
5. Zombie: Fighting zombies can provide experience points and potentially drop rare items. Requires a sword or other weapon to fight.
In your current observation, you do not have the necessary resources to interact with lava or the zombie directly.
1. Grass: Yes, the requirements are met for interaction as there are no specific requirements or tools needed to interact with grass.
2. Stone: Yes, the requirements are met for interaction as you have a stone_pickaxe and a wood_pickaxe in your inventory, which can be used to mine stone.
3. Table: Yes, the requirements are met for interaction as you have wood in your inventory, which can be used to craft and place a table.
4. Furnace: Yes, the requirements are met for interaction as you have stone in your inventory, which is needed to craft and place a furnace.
5. Zombie: No, the requirements are not met for interaction as you do not have a sword or any other weapon in your inventory to fight the zombie.
1. Priority 5/5: Craft a weapon (wood sword or stone sword) to defend against the zombie and other potential threats. The table is found four steps to your south-west. Requires a table and wood, or table, wood, and stone in inventory.
2. Priority 4/5: Drink water to replenish the water level. Requires finding a water source like a lake or river.
3. Priority 3/5: Find and consume food to restore the food level. This could be done by hunting animals or finding edible plants. Requires finding food sources nearby.
Requirements for the top sub-task (Craft a weapon):
1. Have wood, and/or stone in the inventory. (Player already has 1 wood and 1 stone_pickaxe)
2. Be near the crafting table. (Table found 4 steps to your south-west)
1. The player should move towards the crafting table so that they can craft a weapon. In this case, the table is positioned 4 steps to the south-west.
Requirement: Flat ground to the west of the agent. (Grass observed 2 steps to the west)
Requirement: Flat ground to the south of the agent. (Player is facing a path to the south)
Requirement: Flat ground to the west of the agent. (Ensure alignment with the crafting table)
4. Priority 4: Move South
Requirement: Flat ground to the south of the agent. (Table observed 4 steps to your south-west)
5. Priority 5: Make Wood Sword
Requirement: Nearby table; wood in inventory. (Player has 1 wood in inventory and will be at the table)
Priority 1: Move West
Requirements Met: Yes (Grass observed 2 steps to the west)
Requirement: Flat ground to the south of the agent.
Requirements Met: Yes (Player is facing a path to the south)
Requirements Met: Cannot be confirmed at this step, as the player has not moved to the new location yet.
Requirements Met: Not yet, as the player needs to reach the table first. Once the player is near the table, the requirement will be met since the player has 1 wood in their inventory.
Yes, the last player action (move_south) succeeded because the player faced a path at their front (south) and there were no obstacles blocking their movement in that direction.
The best executable action from the list above is Priority 2: Move South, as its requirement (flat ground to the south of the agent) is met. The player is facing a path to the south, which indicates that the action can be executed successfully.
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- grass 2 steps to your west
- stone 2 steps to your north-east
- table 3 steps to your south-west
- zombie 6 steps to your north-west
1. Grass: Resource it provides is saplings when harvested, and its requirement is to use your hand or any tool to collect it.
2. Stone: Resource it provides is stone pieces when mined with a pickaxe, and its requirement is to use a pickaxe (wood, stone or iron) to collect it.
3. Table: It doesn't provide a resource, but it is required as a crafting station for making tools and items.
4. Zombie: It provides Zombie drops (such as rotten flesh) when defeated which can be used as a low-quality food source, and its requirement is to use any weapon (wooden, stone, or iron sword) to defeat it.
5. Path: It doesn't directly provide a resource, but it indicates where you can walk without obstacles.
Your inventory contains:
1. Wood: Resource it provides is used in crafting tools, weapons, and structures, no requirements to use it; collect it from trees.
2. Coal: Resource it provides is used as fuel for a furnace to smelt ores, no requirements to use it; collect it from coal deposits.
3. Iron: Resource it provides is used in crafting higher-tier tools, weapons, and armor, requires a furnace to smelt it into iron bars.
4. Wood Pickaxe: This tool doesn't provide a direct resource but is required to collect stone and coal.
5. Stone Pickaxe: This tool doesn't provide a direct resource but is required to collect iron and more efficiently gather stone and coal.
1. Grass: Yes, the requirements to interact with the grass are met, as you can use your hand or any tool to collect it.
2. Stone: Yes, the requirements to interact with the stone are met, as you have both a wood pickaxe and a stone pickaxe in your inventory.
3. Table: Yes, the requirements to interact with the table are met, as it is within a few steps from your current location, and you have enough resources in your inventory for crafting.
4. Zombie: Yes, the requirements to interact with the zombie are met, as you have a weapon in your inventory (wood or stone sword) to defeat it.
5. Path: Yes, the requirements to interact with the path are met, as you can easily move along the path without any obstacles.
Regarding the items in your inventory:
1. Wood: Yes, the requirements to interact with wood are met, as you have it in your inventory and can use it for crafting.
2. Coal: Yes, the requirements to interact with coal are met, as you have it in your inventory and can use it as fuel for a furnace.
3. Iron: Yes, the requirements to interact with iron are met, as you have it in your inventory and a furnace nearby to smell it into iron bars.
4. Wood Pickaxe: Yes, the requirements to interact with the wood pickaxe are met, as you have it in your inventory and can use it to mine stone and coal.
5. Stone Pickaxe: Yes, the requirements to interact with the stone pickaxe are met, as you have it in your inventory and can use it to mine iron, stone, and coal more efficiently.
1. Priority 4/5: Drink water to restore the thirst level: Find a water source such as a lake or river and drink water, as your current drink level is  $1/9$ , which is very low.
2. Priority 3/5: Eat food to restore the food level: Consider consuming any available food or hunting for animals like cows or pigs, as your current food level is 3/9.
3. Priority 5/5: Smelt iron to create better tools and weapons: Utilize the furnace and the coal in your inventory to smelt the iron, which can then be used to create an iron pickaxe or an iron sword.
Top Sub-task: Drink water to restore the thirst level.
1. Locate a water source such as a lake, river, or pond.
2. Move towards the water source.
3. Interact with the water source to drink water and restore your thirst level.
First, the player should try to locate a water source in the game, such as a lake or a river. Keep an eye on nearby surroundings and move towards the direction where a water source might be present. Once the player finds a water source, move close to it and drink the water to restore the thirst level.
1. Priority 1: Move West/Move East/Move North/Move South
Action: The player should move towards a water source to restore their thirst level. Depending on the direction of a nearby water source, choose the appropriate movement action.
2. Priority 2: Drink Water
Requirement: Near a water source like a lake or river
Action: Once the player reaches the water source, interact with it to drink water and restore the thirst level.
3. Priority 3: Move West/Move East/Move North/Move South
Action: After restoring thirst, move towards the table for crafting or finding resources like wood, stone, or iron.
4. Priority 4: Make Iron Sword or Make Iron Pickaxe
Requirement: Nearby table, furnace; wood, coal, iron in inventory.
Action: If the player has enough resources, craft an Iron Sword to defend against monsters or an Iron Pickaxe to collect diamonds.
Action: Find a safe place to sleep and restore energy levels. This will help the player perform actions more efficiently and ensure better chances of survival.
Requirements met? Yes. The player's observation shows there is a flat path open to the south, and the other directions can be attempted if needed.
Requirements met? No. Current observations don't mention any water source or lake nearby.
Requirements met? Yes, the player can move in any direction to reach the table or resources. The table is mentioned 3 steps to the south-west.
4. Priority 4: Make an Iron Sword or Make an Iron Pickaxe
Requirements met? Partially. The player has wood, coal, and iron in their inventory, but they need to reach the table and furnace first. The table is mentioned 3 steps to the south-west, and the furnace is mentioned 7 steps to the north-west.
Requirements met? Yes. The player's energy level is 7/9, which is below the maximum. The player can find a safe place and sleep to restore energy levels.
Yes, the last player action "move_south" succeeded because there was a flat path in front of the player to the south, allowing them to move in that direction.
Priority 1: Move West/Move East/Move North/Move South
Action: The player should move towards a water source to restore their thirst level. In this case, since the water source location is not clear from the observations, the player should move towards the table (south-west) while exploring and searching for the water source.
- Step: 187, Cumulative Reward: 0.0  
You took action move_west.
- stone 3 steps to your north-east
-path 1 steps to your north
- table 2 steps to your south
- zombie 4 steps to your north-west
Your status:
- health: 9/9
-food:3/9
drink: 1/9
-energy:7/9
1. Stone: Provides stone as a resource, which can be used to craft tools and shelter; requires a wood pickaxe or a stronger one to collect.
2. Path: Provides a clear route to walk on without obstacles; no requirements, can simply walk on it.
3. Table: Provides a surface for crafting items such as pickaxes and swords; requires wood to be crafted and placed.
4. Zombie: Represents a potential threat and needs to be defeated if it gets too close; requires a weapon like a wood or better sword for easier defeat.
5. Grass: Can be used as a decorative block, or used to move across without obstructions; no requirements, can simply walk on it.
Your status and inventory are not considered objects within the environment but are essential for describing your current progress and available resources.
1. Stone: Yes, the requirements are met for interacting with the stone because you have a wood_pickaxe and a stone_pickaxe in your inventory, both of which can be used to collect stone.
2. Path: Yes, the requirements are met for interacting with the path because there are no obstacles, and you can simply walk on it.
3. Table: Yes, the requirements are met for interacting with the table because it is already placed, and you can use it for crafting as long as you have the necessary resources.
4. Zombie: Yes, the requirements are met for interacting with (defeating) the zombie because you have a wood_pickaxe and a stone_pickaxe in your inventory. Although they are not as effective as a sword, they can still be used as weapons to fight against the zombie.
5. Grass: Yes, the requirements are met for interacting with the grass because there are no obstacles, and you can simply walk on it.
1. Increase drink level (Priority: 5/5): Your drink level is only at 1/9, which is a critical concern. You should quickly search for a water source like a lake or river to drink from and avoid dehydration.
2. Increase food level (Priority: 4/5): Your food level is currently at 3/9, which is quite low. You should seek out food sources like hunting animals such as cows, or collecting and growing fruits to restore your hunger.
3. Defend against the nearby zombie (Priority: 3/5): The zombie is only 4 steps to your northwest. Keep an eye on its position and be prepared to fight with your wood_pickaxe or stone_pickaxe if it approaches closer. It would also be beneficial to craft a sword for more effective combat if resources allow.
For the top sub-task, which is to increase drink level, the requirements are:
1. Find a water source: Locate a nearby lake, river or other body of water so you can drink from it.
2. Close enough to the water: Be near the water source to interact with it.
The first thing the player should do is to search for a water source in the game environment. They can do this by moving around (using move_west, move_east, move_north, move_south actions) and observing their surroundings to find a nearby lake or river to drink from. Once they have found a water source, the player should approach it and drink from it to restore their thirst.
Answer: Here are the top 5 actions the player should take, along with their requirements and priority:
1. Priority 1: Move to find a water source (Move West, Move East, Move North, Move South) Requirement: Flat ground in the direction of movement.
2. Priority 2: Collect Drink (when facing a water source) Requirement: Close enough to the water source.
3. Priority 3: Make Iron Sword (Make Iron Sword) Requirement: Nearby table, furnace; wood, coal, and iron in inventory.
4. Priority 4: Eat Plant (Eat Plant) Requirement: Be near a plant or have placed a plant earlier.
5. Priority 5: Defeat Zombie (Defeat Zombie) Requirement: Facing a zombie; have a weapon equipped (such as a wood sword, stone sword, or iron sword).
The player should first focus on finding a water source to restore their thirst level, and then craft an Iron Sword for better combat efficiency. Next, they can eat a plant to restore some food level, and finally, defeat a nearby zombie using the crafted weapon. Remember that these actions should be carried out in the order of their priority to optimize the player's survival in the game.
1. Move to find a water source (Move West, Move East, Move North, Move South)  
Requirement: Flat ground in the direction of movement.  
- Met: Yes (The player can move in any direction where there is flat ground.)
2. Collect Drink (when facing a water source)  
Requirement: Close enough to the water source.  
- Met: No (There is no water source mentioned in the player's recent observation.)
3. Make Iron Sword (Make Iron Sword)  
Requirement: Nearby table, furnace; wood, coal, and iron in inventory.  
- Met: No (The player does not currently have a furnace.)
4. Eat Plant (Eat Plant) Requirement: Be near a plant or have placed a plant earlier. - Met: No (There is no plant mentioned in the player's recent observation that they can eat.)
5. Defeat Zombie (Defeat Zombie) Requirement: Facing a zombie; have a weapon equipped (such as a wood sword, stone sword, or iron sword). - Met: Partially (The player has a wood sword and stone sword in their inventory, but they need to face the zombie first before they can defeat it with a weapon.)
Answer:  
Yes, the last player action succeeded because the player faced a grass block at their front (west), which is a flat and traversable terrain. This allowed the player to move west without any obstacles blocking their path.
1. Move to find a water source (Move West, Move East, Move North, Move South) Requirement: Flat ground in the direction of movement.
Since the other action requirements are not met, the player should focus on finding a water source to restore their thirst level. They can move in any direction where there is flat ground.
- Step: 188, Cumulative Reward: 0.0
- You took action move_west.
You see:  
- stone 4 steps to your north-east  
- path 1 steps to your east  
- tree 6 steps to your north-west  
- table 3 steps to your south-east  
- zombie 2 steps to your north
Your status:  
- health: 9/9  
- food: 3/9  
- drink: 1/9  
- energy: 7/9
Your inventory:  
- wood: 1  
- coal: 2  
- iron: 1
- Stone: Provides stone resource; requires a wood_pickaxe or stronger to mine.
- Path: No resource provided, but allows easy movement; no requirement.
- Tree: Provides wood resource; requires a wood_pickaxe or stronger to chop.
- Table: Allows crafting of tools and weapons; no requirement.
- Zombie: Provides a challenge, and potential loot when defeated; requires a weapon for better chances of winning.
Note that grass, which is faced by the player, does not provide any resources and has no requirement to interact with.
The last action taken by the player was "move_west" (moving west).
Answer:
- Stone: Yes, the requirements are met for interaction as the player has both a wood_pickaxe and a stone_pickaxe in their inventory.
- Path: Yes, the requirements are met for interaction as there are no special requirements for moving on paths.
- Tree: Yes, the requirements are met for interaction as the player has both a wood_pickaxe and a stone_pickaxe in their inventory.
- Table: Yes, the requirements are met for interaction as there are no special requirements for using a table.
- Zombie: Yes, the requirements are met for interaction as the player has both a wood_pickaxe and a stone_pickaxe, which can be used as weapons to battle the zombie, although crafting a sword (wood or stone) would be a better option.
1. Priority 4/5: Find a source of water or drink to restore the player's low drink level (1/9).
2. Priority 3/5: Find food to restore the player's low food level (3/9)
3. Priority 2/5: Craft a wood or stone sword at the table to better defend against the nearby zombie or other hostile creatures.
Requirements for the top sub-task (Find a source of water or drink to restore the player's low drink level):
1. Locate a water source, such as a lake, river, or water container.
1. Move around and explore the environment to find a water source. Keep an eye on the surrounding area for any bodies of water or items that can contain water. Once a water source is found, approach it and interact with it to restore the drink level.
1. Priority 1: Move West/Move East/Move North/Move South - Requirement: Flat ground in the desired direction. (Explore the environment to find a water source and keep an eye on surroundings).
2. Priority 2: Collect Drink - Requirement: Find a water source such as a lake or river (Restore drink level).
3. Priority 3: Collect Wood - Requirement: No requirements. (Additional wood can be used to craft necessary tools or create a shelter).
4. Priority 4: Make Wood Sword - Requirement: Nearby table; wood in inventory. (Equip a better weapon to defend against the nearby zombie).
5. Priority 5: Defeat Zombie - Requirement: No requirements. (Eliminate the threat of the nearby zombie to ensure player's survival).
1. Priority 1: Move West/Move East/Move North/Move South - Requirement: Flat ground in the desired direction. (Requirements met for all directions, as there are no mentioned obstacles in the environment preventing movement).
2. Priority 2: Collect Drink - Requirement: Find a water source such as a lake or river. (Requirements not met, as no water source has been observed yet).
3. Priority 3: Collect Wood - Requirement: No requirements. (Requirements met, as there is a tree 6 steps to the north-west).
4. Priority 4: Make Wood Sword - Requirement: Nearby table; wood in inventory. (Requirements met, as the player has a table 3 steps to the south-east and 1 wood in their inventory).
5. Priority 5: Defeat Zombie - Requirement: No requirements. (Requirements met, as the player can face and engage the zombie without needing any specific items or conditions).
Yes, the last player action succeeded. The player was able to move west because there was flat ground (grass) in the west direction, allowing the player to move to that position without any obstacles.
The best executable action from the list above is Priority 1: Move West/Move East/Move North/Move South. The requirements are met for all directions, as there are no mentioned obstacles in the environment preventing movement. It allows the player to explore the environment to find a water source and keep an eye on surroundings.
- Step: 189, Cumulative Reward: 0.0  
You took action move_west.
- stone 5 steps to your north-east
-path 2 steps to your east
- tree 5 steps to your north-west
- table 4 steps to your south-east
- cow 7 steps to your south-west
- zombie 2 steps to your north
-health:9/9
-food:3/9
drink: 1/9
energy:7/9