SlowGuess/NeurIPS_2023_OCR huggingface dataset:
Status: Not met - there's a table observed, but it's far (5 steps south-east). However, the player already has 1 wood in inventory.
Status: Met - the player has a sapling in their inventory.
Status: Not met - no fully grown plant is currently observed.
Yes, the last player action succeeded. The move_south action was successful because there was flat ground (grass) in the direction the player wanted to move (south) and the player had enough energy to perform the action.
The best executable action from the list above is Priority 4: Place Plant (to grow food), as its requirements are met the player has a sapling in their inventory.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step: 157, Cumulative Reward: 1.0$
You took action place_plant.
- stone 5 steps to your north-east
- tree 5 steps to your north-west
- cow 1 steps to your west
You face plant at your front (south).
drink:2/
2. Path: Provides ease of movement; no requirements.
3. Tree: Provides wood resource; requires no tool or a wood axe to collect.
4. Table: Allows crafting of tools and weapons; requires wood to make and place.
5. Cow: Provides food (meat) when defeated; no tool required, but a weapon makes it easier.
6. Grass: No resources; no requirements.
7. Plant: Will grow and provide food; requires sapling to place, time and protection to grow.
The last action taken by the player was "place_plant".
1. Stone: Yes, the requirements for interaction are met as you have a wood_pickaxe and a stone_pickaxe in your inventory.
2. Path: Yes, there are no specific requirements to interact with the path.
3. Tree: Yes, the requirements for interaction are met as you don't need a tool to collect wood or you can use an axe (not in your inventory currently).
4. Table: Yes, the requirements for interaction are met since you have wood in your inventory and you can place a table if needed.
5. Cov: Yes, the requirements for interaction are met as you can defeat the cow without a tool or by using a weapon (not in your inventory currently).
6. Grass: Yes, there are no specific requirements to interact with grass.
7. Plant: Yes, the requirements for interaction with the plant are met since you have placed the sapling and it is now growing. Protection and time are required for the plant to grow fully.
1. Find a water source and drink: Priority 5/5 - With the drink level at 2/9, finding a water source and drinking from it is essential to prevent dehydration.
2. Eat food to replenish hunger: Priority 4/5 - The food level is low at 4/9, and the player needs to eat food, such as defeating the cow and eating its meat, to maintain good health.
3. Craft a weapon (wood/stone sword) for self-defense: Priority 3/5 - Although the immediate environment seems safe, the player should craft a weapon by interacting with the table to be prepared for any potential threats from hostile creatures.
Top Sub-task: Find a water source and drink.
Requirements: Locate a water source (such as a lake, river, or pond) and be close enough to interact with it.
What should the player do first: The player should start by exploring the surrounding area, moving in different directions to find a water source. Once located, stand at the water's edge and take the action "drink" to restore the drink level.
1. Priority 1: Move (Direction) - Requirement: Flat ground in the direction the player chooses (North, East, South, or West). This action is essential for exploring the environment and searching for resources like water sources, wood, and stones.
2. Priority 2: Drink - Requirement: Near a water source (such as a lake or river). This action is significant for restoring the player's drink level and maintaining their overall survival.
3. Priority 3: Make Wood Pickaxe - Requirement: Nearby table and wood in inventory. Crafting a wood pickaxe allows the player to collect stone and other essential materials for further crafting and progress in the game.
4. Priority 4: Collect Wood - Requirement: None. Collecting wood is fundamental for creating various crafting stations, tools, and shelter. It is also required for making a wood pickaxe, which is indispensable for gathering more advanced resources.
5. Priority 5: Place Table - Requirement: Wood in inventory. Placing a table enables the player to craft tools such as pickaxes and swords, essential for gathering resources and defending against monsters.
1. Priority 1: Move (Direction) - Yes, the requirements are met for any direction with flat ground. The player can move North, East, South, or West based on their choice and explore their environment.
2. Priority 2: Drink - No, the requirement is not met as there is no mention of a water source (such as a lake or river) in the player's current observation.
3. Priority 3: Make Wood Pickaxe - No, the requirement is not met because the player already has a wood_pickaxe in their inventory.
4. Priority 4: Collect Wood - Yes, the requirement is met. There is a tree 5 steps to the player's north-west. The player can move towards the tree, and with the wood_pickaxe, collect more wood.
5. Priority 5: Place Table - No, the requirement is not met because there is already a table 4 steps to the player's southeast. Since the table is in the player's proximity, there is no need to place another table.
Yes, the last player action "place_plant" succeeded because the player had a sapling in their inventory, which allowed them to place the plant in the environment.
The best executable action from the list above is Priority 1: Move (Direction). The player can choose a direction with flat ground and explore their environment, such as moving towards the tree to collect more wood or searching for a water source to drink from.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  158, 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 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 2 steps to your south-west
- health: 9/9
-food:4/9
- drink: 2/9
energy:8/9
- wood: 1
-coal:2
-iron:1
- wood_pickaxe: 1
- stone_pickaxe: 1
- Stone: Provides stone resource, requires wood or stone pickaxe to collect.
- Path: Provides a walking area, no requirements.
- Tree: Provides wood, requires any type of pickaxe to collect.
- Table: Craftable object (already created), provides a crafting surface to make tools and weapons, requires wood to create.
- Cow: Provides food, requires any weapon or tool to defeat.
- Grass: Provides no resource, can be walked on, no requirements.
- Stone: Yes, the requirements are met as you have a wood_pickaxe and a stone_pickaxe in your inventory.
- Path: Yes, the requirements are met as there is no restriction for walking on the path.
- Tree: Yes, the requirements are met as you have a wood_pickaxe and a stone_pickaxe in your inventory.
- Table: Yes, the requirements are met as the table is already created and can be used for crafting.
- Cow: Yes, the requirements are met as you can use any weapon or tool in your inventory to defeat the cow.
- Grass: Yes, the requirements are met as there are no restrictions for walking on or interacting with grass.
1. Drink water to restore thirst (Priority: 5/5) - Your drink level is currently 2/9, and it is essential to maintain hydration in the game.
2. Eat food to restore hunger (Priority: 4/5) - Your food level is currently 4/9. Defeating the cow nearby and eating its resources can help increase your food level.
3. Collect more resources, such as wood and stone, to craft better tools and weapons (Priority: 3/5) - This will help improve your in-game abilities and enable you to face challenges more effectively.
Requirements: Locate a source of water, such as a lake, river, or well, to drink from.
What the player should do first: The player should explore their surroundings, moving in different directions to find a nearby water source. Once a water source is found, the player should approach it and perform the action to drink the water and restore their thirst level.
1. Priority: 5/5
Action: Move West, East, North, or South
Requirement: Flat ground in the chosen direction
Purpose: Explore the surroundings to find a water source
2. Priority: 4/5
Requirement: Facing a water source
Purpose: Drink water to restore thirst level
3. Priority: 4/5
Purpose: Approach a cow to restore the food level
4. Priority: 3/5
Requirement: Facing a cow
Purpose: Eat a cow to restore the food level
5. Priority: 2/5
Purpose:Restore energy level
1. Action: Move West, East, North, or South
Status: Met - All directions have flat ground for movement
2. Action: Do
Status: Not met - The player is not currently facing a water source
3. Action: Move West, East, North, or South
4. Action: Do
Status: Not met - The player is not currently facing a cow
Status: Not met - Player's energy level is 8/9, which is not below maximum
It is not clear whether the last player action "do" succeeded, as the provided observation does not specify the intended result of the action or any changes in the player's environment, inventory, or status after performing the action.
The best executable action from the list is the first action:
This action has its requirements met, and the player can explore the surroundings to find a water source.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  159, 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 7 steps to your north-east
-path 3 steps to your east
- tree 4 steps to your north-west
- table 5 steps to your south-east
- cow 1 steps to your south
-health:9/9
-food:4/9
drink: 2/9
-energy:8/9
1. Stone: Provides stone, a resource needed for crafting tools and furnaces; requires a wood pickaxe or higher to collect.
2. Path: Flat ground that makes it easier to walk; no requirements, provides ease of movement.
3. Tree: Provides wood, a resource for crafting, building, and fuel; requires an axe or chopping tool to collect.
4. Table: A crafting station for crafting tools and weapons; requires wood to build and place.
5. Cow: Provides food (meat) for restoring health; requires defeating the cow to collect meat.
1. Stone: Yes, the requirements are met for interaction as you have both a wood_pickaxe and a stone_pickaxe in your inventory.
2. Path: Yes, the requirements are met for interaction as there are no specific requirements for interacting with a path.
3. Tree: No, the requirements for interaction are not met, as you don't have an axe or chopping tool in your inventory.
4. Table: Yes, the requirements are met for interaction as you have wood in your inventory.
5. Cov: Yes, the requirements are met for interaction, but you don't have a specific tool or weapon to defeat the cow, which might make the process easier or faster.
Answer:
1. Obtain drinking water (Priority: 5/5) - Your current drink level is low (2/9), so finding a water source like a lake, river, or well to quench your thirst is crucial for survival.
2. Collect food (Priority: 4/5) - Your current food level is at 4/9, meaning you need to find more food, such as by defeating the cow to collect meat, or growing and harvesting plants to maintain your health.
3. Craft necessary tools/weapons (Priority: 3/5) - Crafting an axe for chopping wood and a sword for defeating monsters like zombies, skeletons, and spiders faster will help you progress in the game and keep you safe. You already have wood and stone in your inventory, which can be used to craft an axe and/or a sword.
Requirements for the top sub-task (Obtain drinking water):
1. Find a water source like a lake, river, or well.
First, the player should explore the surroundings to locate a nearby water source. The player can move in different directions (west, east, north, or south) to search for a water source. Once they find a water source, they should approach it and interact with it to drink the water and replenish their thirst.
Action: Move (North, South, East, or West)
Requirement: Flat ground in the direction the player is moving.
Requirement: Player facing a water source (lake, river, or well).
Action: Do (interact with cow)
Requirement: Player facing a cow; have necessary tool (like a sword).
Action: Do (interact with tree)
Requirement: Player facing a tree; have necessary tool (wood_pickaxe or stronger).
Requirement Met: Yes. The player can move in any direction, as there are no obstacles mentioned.
Requirement Met: No. There is no mention of a water source in the player's observations.
Requirement Met: No. The player is not currently facing the cow.
Requirement Met: Yes. The player's energy is at 8/9.
Requirement Met: No. The player is not currently facing the tree and has no stronger tool than wood_pickaxe.
Yes, the last player action succeeded. The player successfully moved west because there was flat ground (grass) in that direction, allowing the player to move.
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Step: 160, Cumulative Reward: 0.0 =
- stone 7 steps to your north-east
-path 3 steps to your east
- table 5 steps to your south-east
- cow 2 steps to your south
drink: 2/
1. Stone: Provides stone resource when mined; requires a wood or better pickaxe to mine.
2. Path: No specific resources; facilitates easier navigation between locations.
3. Tree: Provides wood resource when chopped; requires a wood or better axe to chop down.
4. Table: Aims for crafting tools and weapons; requires wood to craft.
5. Cow: Provides food when killed; no specific requirement to kill, but using a weapon like a wood or better sword is helpful.
1. Stone: Yes, the requirements are met for interaction as you have a wood_pickaxe and a stone_pickaxe in your inventory.
2. Path: Yes, the requirements are met for interaction as there are no specific requirements to navigate paths.
3. Tree: No, the requirements are not met for interaction as you don't have an axe in your inventory. You need a wood or better axe to chop down the tree.
4. Table: Yes, the requirements are met for interaction as you have wood in your inventory, which is required to craft most tools and weapons.
5. Cow: Yes, the requirements are met for interaction. Although you don't have a sword in your inventory, you can still try to kill the cow using other means, but having a wood or better sword would be more efficient.
1. Priority 4/5: Increase drink level - Find a water source such as a lake or river to restore your character's thirst level.
2. Priority 4/5: Increase food level - Kill the nearby cow to obtain food, increasing your character's food level.
3. Priority 3/5: Make a sword - Interact with the table and craft a sword, either wood, stone, or iron, depending on the resources available, to efficiently kill the cow and defend against potential monsters.
Top sub-task: Increase drink level - Find a water source such as a lake or river to restore your character's thirst level.
- Locate a water source in the environment.
- Explore the environment by moving in different directions (north, east, south, or west) to search for a water source. Once found, interact with the water source to drink and restore thirst levels.
1. Priority 1: Move North/East/South/West (choose the direction that leads to a potential water source) Requirement: Flat ground in the chosen direction
2. Priority 2: Collect Drink (to restore thirst)
Requirement: Facing a water source such as a lake or river
3. Priority 3: Move North/East/South/West (to find more wood and food sources)
4. Priority 4: Do (to collect wood or gather food from trees, cows, or any other source)
Requirement: Facing the resource (tree or cow) and having the necessary tool (if required)
5. Priority 5: Eat Cow or Eat Plant (to restore food level)
Requirement: For Eat Cow, a dead cow as a food source; for Eat Plant, a grown plant as a food source
- The requirement is met, as there is flat ground (grass) in the front (west) direction.
- The requirement is NOT met, as the player is not currently facing a water source.
- The requirement is NOT met, as the player is facing grass and not a resource to collect.
- The requirement is NOT met, as the player does not have a dead cow or a grown plant in their inventory.
It is unclear if the last player action "do" succeeded because there is no specified interaction or context provided. The player is facing grass, and there are no indications of any changes to their surroundings or inventory after taking the "do" action. It is possible that the "do" action did not perform anything relevant due to the lack of context or interaction.
Priority 1: Move North/East/South/West (choose the direction that leads to a potential water source)
Since the player is currently facing flat ground (grass) to the west, this action can be executed. The player should choose a direction that leads them towards a potential water source.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  161, 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 6 steps to your north-east
- path 3 steps to your east
- tree 3 steps to your north-west
- table 6 steps to your south-east
- furnace 3 steps to your north
- cow 3 steps to your south
Your status:
-health:9/9
-food:4/9
drink: 2/9
energy:8/9
1. Stone: Provides stone resource; requires a wood_pickaxe or better to collect.
2. Path: No resource provided; aids in navigation and movement
3. Tree: Provides wood resource; can be collected barehanded or with tools.
4. Table: Crafting station; requires wood to craft
5. Furnace: Smelting station; requires stone to craft.
6. Cow: Provides food when defeated; no specific requirements for defeating.
7. Grass: No significant resource provided; no require
8. Iron, coal, and wood in your inventory: Used to craft and smelt tools and weapons; collect them from the environment with the appropriate tools.
9. Wood_pickaxe: Basic tool for collecting stone; requires wood to craft.
10. Stone_pickaxe: Improved tool for collecting iron; requires stone to craft.
1. Stone: Yes, the requirements are met as you have both a wood_pickaxe and a stone_pickaxe in your inventory.
2. Path: Yes, as there are no specific requirements to interact with the path; just walk on it.
3. Tree: Yes, you can interact with the tree to collect wood either barehanded or using a tool from your inventory.
4. Table: Yes, the table is present in the environment, and you can use it to make tools or weapons with available resources in your inventory.
5. Furnace: Yes, the furnace is present in the environment, and you can use it to smelt iron with coal using your available resources.
6. Cov: Yes, you can interact with the cow either by attacking it barehanded or using one of your pickaxes as an improvised weapon. However, having a sword would be more effective.
7. Grass: Yes, you can interact with the grass by walking over it, but it does not provide any significant resources.
8. Iron, coal, and wood in your inventory: Yes, you can use these resources to craft and smelt tools and weapons as long as there is a table and furnace available.
9. Wood_pickaxe: Yes, you can use the wood_pickaxe in your inventory to collect stone.
10. Stone_pickaxe: Yes, you can use the stone_pickaxe to collect iron.
1. Priority 4/5 - Find drinkable water: As drink: 2/9, you are low on drink points, and finding a source of drinkable water such as a lake or river is essential to prevent any negative effects.
2. Priority 3/5 - Collect more wood and craft a weapon: Since you have a limited amount of wood and no weapon, collecting more wood from the nearby tree and crafting a weapon (such as a wood sword) at the available table is important for self-defense against possible threats like monsters.
3. Priority 2/5 - Defeat the cow for food: As food: 4/9, you may want to replenish food points soon. Engaging the nearby cow and defeating it will provide you with food resources to help maintain your health and energy levels.
The top sub-task is to find drinkable water.
- Locate a source of drinkable water such as a lake or river on the map.
- Move towards the identified water source using move actions (move_north, move_south, move_east, or move_west).
- Scan the surroundings in the player observation step to locate a water source (lake, river, or any other form of drinkable water) that may not be visible in the current observation. If a water source is spotted, the player should start moving toward it using appropriate move actions. If no water source is visible, continue exploring the area in different directions while keeping an eye out for any water sources.
Based on the current situation, here are the top 5 actions the player should take, along with their requirements and priority:
1. Priority 1: Move towards a water source to restore the drink level (Action: Move East, Move West, Move North or Move South). Requirements: Flat ground in the direction of the water source.
2. Priority 2: Drink water to restore the drink level (Action: Do). Requirements: Facing the water source and be adjacent to it.
3. Priority 3: Move towards the cow to retrieve food (Action: Move East, Move West, Move North or Move South). Requirements: Flat ground in the direction of the cow.
4. Priority 4: Interact with the cow to retrieve more food (Action: Do). Requirement: Facing the cow and being adjacent to it.
5. Priority 5: Move towards the table and/or furnace to craft necessary tools and items (Action: Move East, Move West, Move North or Move South). Requirements: Flat ground in the direction of the table and/or furnace.
Based on the player's current situation: