SlowGuess/NeurIPS_2023_OCR huggingface dataset:
1. Stone: 3 steps to your south-east  
Requirement: Stone pickaxe  
Requirement met: Yes, you have a stone_pickaxe in your inventory.
2. Path: 2 steps to your north-east Requirement: None
Requirement met: Yes, no special requirement needed for interaction.
3. Tree: 4 steps to your north-west
Requirement: Wood pickaxe
Requirement met: Yes, you have a wood_pickaxe in your inventory.
4. Table: 2 steps to your south-east
Requirement: Wood to build the table
Requirement met: Yes, the table is already built and can be used for crafting.
5. Cow: 5 steps to your north-west
Requirement: Wood or better sword for killing the cow
Requirement met: No, you currently do not have a wood or better sword in your inventory.
1. Craft a wood sword (Priority: 5)
Sub-task: Use the table to craft a wood sword, which will allow you to kill the cow for food and defend yourself from
monsters.
2. Collect more wood (Priority: 4)
Sub-task: Chop down the tree located 4 steps to your north-west using your wood_pickaxe to gather more wood for crafting
and building purposes
3. Drink water (Priority: 3)
Sub-task: Find a water source such as a lake, to drink and replenish your thirst level, which is currently at 5/9.
Top Sub-task: Craft a wood sword
- Wood in inventory (currently missing)
- Nearby crafting table (already available, 2 steps to the south-east)
1. Move towards the tree (4 steps to the north-west) to collect more wood.
2. Use your wood_pickaxe to chop down the tree to get the required wood.
3. Return to the crafting table (2 steps south-east) and craft a wood sword using the collected wood.
1. Priority 1: Move North (Move towards the tree)
2. Priority 2: Move West (Move towards the tree)
3. Priority 3: Do (Chop down the tree with the wood_pickaxe)
Requirement: Facing the tree (creature or material), and have the necessary tool (wood_pickaxe).
4. Priority 4: Move South (Move back to the crafting table)
5. Priority 5: Make Wood Sword (Craft a wood sword at the crafting table)
Status: Yes, there is a path 2 steps to the agent's north-east, so moving north is possible.
Status: Yes, the agent is currently facing grass to the west, so moving west is possible.
Status: No, the agent is currently facing grass and not the tree. The agent needs to move closer to the tree and face it
before executing this action.
Status: Yes, the agent has just moved north (step 178), so moving south is possible, as there should be flat ground below
the agent.
Requirement: Nearby table and wood in inventory
Status: No, the agent does not currently have wood in their inventory. The agent needs to chop down the tree to obtain
wood before executing this action.
It's not clear if the last player action "do" succeeded, as there is no immediate change or result mentioned in the
following observation. The player faced grass at their front (west) before and after the action, and there is no
mention of an interaction with the grass or any item being used. There might not have been a valid target or action
for the "do" command in this particular situation.
The best executable action from the list above is Priority 1: Move North (Move towards the tree), as it meets the requirement (flat ground above the agent) and allows the player to progress towards collecting wood, which is necessary for crafting a wood sword.
- Step: 91, Cumulative Reward: 0.0=You took action move_north.
- stone 3 steps to your south-east
-path2steps to your north-east
- tree 4 steps to your north-west
- table 2 steps to your south-east
-health:9/9
- food: 6/9
drink: 5/9
-energy:7/9
- stone: 1
-coal:2
-iron:1
- wood_pickaxe: 1
- stone pickaxe: 1
1. Stone: Provides stone resource, requires a wood or stone pickaxe to collect.
2. Path: Provides a flat surface for walking, no requirement to interact.
3. Tree: Provides wood resource, requires an axe or any tool to collect.
4. Table: Provides a surface for crafting, no requirement to interact.
5. Grass: Provides no resources, no requirement to interact.
6. Cow (not visible in Step 182): Provides food, requires any melee weapon or tool to hunt.
1. Stone: Yes, the requirements are met as you have both a wood_pickaxe and a stone_pickaxe in your inventory.
2. Path: Yes, there are no requirements to interact, and you can walk on the path.
3. Tree: Yes, the requirements are met as you have wood_pickaxe and stone_pickaxe that can be used to collect wood.
4. Table: Yes, there are no requirements to interact with the table, and you can use it for crafting.
5. Grass: Yes, there are no requirements to interact with the grass.
6. Cov (not visible in Step 182): Yes, the requirements are met as you have a wood_pickaxe and stone_pickaxe, which can be used as melee weapons for hunting.
1. Priority 5: Find and drink from a water source (lake or river) to restore the drink meter, which is currently at 5/9.
2. Priority 4: Collect more wood from the tree to create more tools, weapons, or shelter.
3. Priority 3: Find and interact with the cow to gather food and restore the food meter, which is currently at 6/9.
Requirements for the top sub-task (Find and drink from a water source):
1. Locate a water source such as a lake or river within the game.
2. Approach the water source.
3. Interact with the water source to drink and restore the drink meter.
The player should first locate a water source in the game by exploring the surroundings, then move towards the water source to approach it. Once near the water source, the player should interact with it to drink and restore their drink meter.
1. Priority 1: Move West (Flat ground left to the agent) - This action allows the player to explore the surroundings in the hope of finding a water source.
2. Priority 2: Move East (Flat ground right to the agent) - Similar to the previous action, this action allows the player to explore the surroundings and potentially find a water source.
3. Priority 3: Move North (Flat ground above of the agent) - Moving north can also help the player explore their surroundings and locate a water source.
4. Priority 4: Move South (Flat ground below the agent) - Like the other movement actions, moving south can help the player find a water source.
5. Priority 5: Drink (Facing a water source) - Once the player finds a water source and faces it, they should take this action to restore their drink meter.
Note: The player should try the movement actions in different sequences to increase the chances of finding a water source, rather than following the order 1-4 directly.
For the current player observation (Step 182), the requirements for each listed action are as follows:
1. Priority 1: Move West (Flat ground left to the agent) - The requirement is met as there is flat ground (grass) to the west.
2. Priority 2: Move East (Flat ground right to the agent) - Requirement unknown, as the player observation does not provide information about the east direction.
3. Priority 3: Move North (Flat ground above the agent) - Requirement already met in the most recent step when the player moved north. Based on the current player observation, there might still be flat ground to move further north, but it's not directly mentioned.
4. Priority 4: Move South (Flat ground below the agent) - The requirement is met since the player has just moved from the south position and the ground is flat there.
5. Priority 5: Drink (Facing a water source) - The requirement is not met because the player observation does not yet show a water source.
Yes, the last player action (move_north) succeeded because there was flat ground available for the player to move north, as mentioned in the observation: "path 2 steps to your north-east" and no obstacles were blocking the player's way.
The best executable action from the list above is Priority 1: Move West (Flat ground left to the agent) because there is flat ground (grass) to the west as mentioned in the player's observation, and it allows the player to explore the surroundings in search of resources like a water source.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  92, Cumulative Reward: 0.0  $= \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \cdot$
1. Stone: Provides stone resource; requires a wood_pickaxe or better to collect it.
2. Path: Provides easier movement and navigation; no requirements to interact with.
3. Tree: Provides wood resource; requires a wood_pickaxe or better to collect it.
4. Table: Provides crafting possibilities; no requirements to interact with.
5. Cow: Provides food when defeated; requires a weapon, such as a wood or stone sword, to defeat it.
6. Grass: Can be used for landscaping or building purposes; no requirements to interact with.
Answer:
1. Stone: Yes, you have a wood_pickaxe and a stone_pickaxe in your inventory, either of which can be used to collect the stone.
2. Path: Yes, there are no specific requirements to interact with the path, as it simply makes movement and navigation easier.
3. Tree: Yes, you have a wood_pickaxe in your inventory, which can be used to collect wood from the tree.
4. Table: Yes, there are no specific requirements to interact with the table; it can be used for crafting when you are in its vicinity.
5. Cow: Yes, you can interact with the cow to defeat it and obtain food. While you don't currently have a sword in your inventory, you can craft one using resources and the table, or attempt to defeat the cow using any other available tools or methods.
6. Grass: Yes, there are no specific requirements to interact with the grass, and it can be used for various purposes, such as landscaping or building.
1. Priority 5/5: Craft a weapon, such as a wood or stone sword, using the table to improve your ability to defeat the cow and potentially other threats. This will provide you with food and increase your chances of survival.
2. Priority 4/5: Collect wood from the tree using your wood_pickaxe. Wood is an essential resource for crafting and building, expanding your options for items to use and shelter.
3. Priority 3/5: Collect stone from the stone block using your stone_pickaxe to gather more resources for crafting advanced tools, weapons, or building materials. This will allow you to progress further in the game and increase your overall capabilities.
For the top sub-task of crafting a weapon (wood or stone sword), the requirements are:
1. Have a nearby table, which is already 2 steps to the south-east of the player.
2. Have the necessary materials in the inventory:
- For a wood sword: wood.
- For a stone sword: wood and stone (you have 1 stone in your inventory already).
Since you don't have wood in your inventory currently, the first thing you should do is collect wood from the tree 4 steps to your north-west using your wood_pickaxe. Once you've collected enough wood, move to the table, and craft a weapon of your choice (either a wood or stone sword).
Answer:
1. Priority 1: Action - Move North (3 times): Requirement - Flat ground above the agent. Purpose: Reach the tree in order to collect wood with the wood_pickaxe.
2. Priority 2: Action - Do: Requirement - Facing the tree; have wood_pickaxe in the inventory. Purpose: Collect wood from the tree using the wood_pickaxe.
3. Priority 3: Action - Move South (3 times): Requirement - Flat ground below the agent. Purpose: Move back to the table (2 steps to the south-east) to craft a weapon.
4. Priority 4: Action - Do: Requirement - Facing the table; have necessary materials (wood or wood & stone) and tools in the inventory. Purpose: Create a weapon (wood or stone sword) at the table.
5. Priority 5: Action - Move North, East, or West (based on situation): Requirement - Flat ground in the desired direction. Purpose: Explore the environment, look for resources or targets, and prepare for potential combat using the newly crafted weapon.
1. Priority 1: Action - Move North (3 times): Requirement - Flat ground above the agent. Are requirements met? Yes. You can move north as there is flat ground above the agent.
2. Priority 2: Action - Do: Requirement - Facing the tree; have wood_pickaxe in the inventory.
Are requirements met? No. You need to reach the tree first by moving north 3 times, as suggested in priority 1.
3. Priority 3: Action - Move South (3 times): Requirement - Flat ground below the agent.
Are requirements met? Not yet. You need to complete priority 1 and 2 actions before moving south, as suggested.
4. Priority 4: Action - Do: Requirement - Facing the table; have necessary materials (wood or wood & stone) and tools in the inventory.
Are requirements met? Not yet. You need to collect wood by performing priorities 1 and 2 actions first, and then move south as suggested in priority 3.
5. Priority 5: Action - Move North, East, or West (based on situation): Requirement - Flat ground in the desired direction. Are requirements met? Yes, but not recommended at this point, since priorities 1-4 actions should be completed first to ensure you have collected resources and crafted a weapon.
Yes, the last player action (move_west) succeeded. It succeeded because there was flat ground (grass) in front of the player's direction (west), which allowed them to move in that direction.
The best executable action from the list above is Priority 1: Action - Move North (3 times). The requirement of having flat ground above the agent is met, and this action will help the player reach the tree to collect wood.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  93, Cumulative Reward: 0.0  $= \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \equiv \cdot$
-health:9/9
-food:6/9
drink: 5/9
energy:7/9
1. Stone: Provides stone resource, requires a wood or stone pickaxe to mine.
2. Path: Provides easier movement and traveling, no requirements.
3. Tree: Provides wood resource, requires an axe or hands to chop down.
4. Table: Provides a surface for crafting tools and items, requires wood to craft.
5. Cow: Provides food (meat) resource and leather, requires a weapon or hands to kill.
6. Grass: Provides a basic terrain, no direct resources, and no requirements.
1. Stone: Yes, the requirements are met for interaction as you have both a wood_pickaxe and a stone_pickaxe in your inventory, which can be used to mine stone.
2. Path: Yes, the requirements for interacting with the path are met, as there are no specific requirements to move on it. You can move freely.
3. Tree: No, the requirements for chopping down a tree are not met because you don't have an axe in your inventory. However, you can still try to collect wood using your hands, although it may take longer and be less efficient.
4. Table: Yes, the requirements to interact with the table are met because you have the necessary materials in your inventory to craft items on the table.
5. Cow: Yes, the requirements to interact with the cow are met as you can use your hands to fight even though a weapon would be more efficient. Since you have a stone_pickaxe, it can also be used as an improvised weapon to attack the cow.
6. Grass: Yes, the requirements for interacting with the grass are met; it's a basic terrain with no specific requirements.
1. Gather more wood (Priority: 4/5): Wood is essential for crafting tools and items in the game. You currently do not have wood in your inventory, making it a high priority to gather more wood for future use.
2. Drink water (Priority: 5/5): Your thirst level is at 5/9, which means it is important to find a water source and drink from it to restore your thirst and avoid negative effects due to dehydration. This is the highest priority task.
3. Find food (Priority: 3/5): Your food level is currently 6/9, and it is important to maintain a good food supply to avoid starvation. Although you can see a cow in your surroundings, prioritize finding and hunting animals or harvesting plants for food to keep your levels up.
The top sub-task is to gather more wood. The requirements for this task are:
1. Find a tree: Trees are the source of wood in the game. Currently, the player can see a tree 4 steps to their north-west.
1. Move towards the tree: The player needs to go 4 steps north-west to reach the tree. They can accomplish this by going west and north alternately or continuously going in one direction, followed by the other until they are in front of the tree.
1. Priority 1: Move West (Requirement: Flat ground left to the agent) - Move towards the tree that is 4 steps to the northwest.
2. Priority 2: Move North (Requirement: Flat ground above the agent) - Continue moving towards the tree, which is to the north-west.
3. Priority 3: Move West (Requirement: Flat ground left to the agent) - Keep moving towards the tree if it still is not directly in front of the player.
4. Priority 4: Move North (Requirement: Flat ground above the agent) - Continue moving towards the tree until it is directly in front of the player.
5. Priority 5: Do (Requirement: Facing creature or material; have necessary tool) - Use the wood_pickaxe to gather wood from the tree once the player is facing it.
1. Priority 1: Move West (Requirement: Flat ground left to the agent) - Yes, the requirement is met as the player is currently facing grass to the west, which indicates flat ground.
2. Priority 2: Move North (Requirement: Flat ground above the agent) - Yes, the requirement is met as the player was able to move north in the previous step without any issues, indicating flat ground.
3. Priority 3: Move West (Requirement: Flat ground left to the agent) - Yes, the requirement is met since the player is facing grass to the west, indicating flat ground.
4. Priority 4: Move North (Requirement: Flat ground above the agent) -Yes, the requirement is met as the player previously moved north without any issues, indicating flat ground.
5. Priority 5: Do (Requirement: Facing creature or material; have necessary tool) - This requirement can only be determined once the player is in front of the tree. If the tree is directly in front of the player, and they have a wood_pickaxe in their inventory (which they do), then the requirement is met.
Yes, the last player action succeeded. The action "move_north" doesn't have any specific requirements other than having a flat ground above the agent, and nothing in the observation suggests any obstacle preventing the player from moving north. Therefore, the action was successful.
Answer: The best executable action from the list above is Priority 1: Move West. The requirement of flat ground left to the agent is met since the player is facing grass to the west, which indicates flat ground. This action brings the player closer to the tree, which is 4 steps to the north-west.
$= = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = Step$  94, 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:
1. Stone: Provides stone resource, required for crafting stone tools, weapons, and building structures. Requirement: wood_pickaxe or better to collect.
2. Path: Does not provide direct resources, but it can help navigate the terrain more easily.
3. Tree: Provides wood resource, required for crafting wooden tools, weapons, and other structures. Requirement: any pickaxe to collect.
4. Table: Provides a surface for crafting tools and weapons. Requirement: wood in inventory to place the table.
5. Cov: Provides food resource when defeated, which helps restore health. Requirement: any weapon/ tool to chase and defeat the cow.
1. Stone: Yes, the requirements are met. You have a wood_pickaxe and a stone_pickaxe in your inventory, which can be used to collect stone.
2. Path: Yes, the requirements are met. You can walk on the path to navigate the terrain as there are no restrictions.
3. Tree: Yes, the requirements are met. You have a wood_pickaxe and a stone_pickaxe in your inventory, which can be used to collect wood from the tree.
4. Table: Yes, the requirements are met. The table is already placed and can be used to craft tools and weapons, as long as you have the necessary materials in your inventory.
5. Cow: Yes, the requirements are met. Although you don't have a word in your inventory, you can still chase and defeat the cow using your pickaxes (wood_pickaxe or stone_pickaxe).
1. Priority 5/5: Drink water to restore thirst, as your current thirst level is at 5/9. The player should find a water source like a lake or river and interact with it to quench thirst.
2. Priority 4/5: Collect wood from the tree, as your inventory lacks wood. Wood is essential for crafting wooden tools, weapons, and structures. It can be collected by interacting with the tree using a wood_pickaxe or stone_pickaxe.
3. Priority 3/5: Chase and defeat the cow to obtain food and restore health. Although your health is at its maximum (9/9), food is needed to maintain it, and your current food level is 6/9. You can use your wood_pickaxe or stone_pickaxe to chase and defeat the cow.
Requirements for the top sub-task (Drink water to restore thirst):
1. Locate a water source such as a lake or river in the game environment.
2. Have enough energy to move towards the water source.
The player should first explore the surrounding area to locate a water source like a lake or river. When found, the player should move towards it and interact with it to drink water and restore thirst.
1. Priority 1 - Move West: Requirement: Flat ground left to the agent. (This is based on the most recent in-game observation where the player is facing grass (west). Going west would allow the player to explore more and potentially find a water source.)
2. Priority 2 - Move North: Requirement: Flat ground above of the agent. (Exploring north could increase the chances of finding a water source, fulfilling the drink objective.)
3. Priority 3 - Move East: Requirement: Flat ground right to the agent. (By exploring east, the player may come across a water source or other needed resources.)
4. Priority 4 - Move South: Requirement: Flat ground below the agent. (Going south would further the exploration and could yield a water source or other valuable assets.)
5. Priority 5 - Do (Drink Water): Requirement: Facing a water source like a lake or river at the agent's front. (This action would be taken once the player has found a water source and faced it. Drinking water would restore the player's thirst levels.)