Web Agents with World Models
Collection
ICLR 2025 • 9 items • Updated • 1
instruction stringclasses 1
value | input stringlengths 355 50.7k | output stringlengths 54 55.9k |
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You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-5 best-selling product in 2023
PREVIOUS ACTION: ['None']
CURRENT OBSERVATION: Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[6] link 'Magento Ad... | [Next State] New items:
None
Deleted items:
None
Updated items:
[1129] link 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Bestsellers' focused: True
|
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-5 best-selling product in 2023
PREVIOUS ACTION: ['None', "click [1121] where [1121] is tab 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before savin... | [Next State] Previous Action did not make any changes. |
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-5 best-selling product in 2023
PREVIOUS ACTION: ['None', "click [1121] where [1121] is tab 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before savin... | [Next State] Previous Action did not make any changes. |
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-5 best-selling product in 2023
PREVIOUS ACTION: ['None', "click [1121] where [1121] is tab 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before savin... | [Next State] Previous Action did not make any changes. |
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-5 best-selling product in 2023
PREVIOUS ACTION: ['None', "click [1121] where [1121] is tab 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before savin... | [Next State] Previous Action did not make any changes. |
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-5 best-selling brand in Year 2021
PREVIOUS ACTION: ['None']
CURRENT OBSERVATION: Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[53] link 'Magent... | [Next State] New items:
[71] generic '\ue60b SALES Sales \ue62f Orders Invoices Shipments Credit Memos Billing Agreements Transactions Braintree Virtual Terminal'
[94] link '\ue62f'
[95] menu '' orientation: vertical
[276] menu '' orientation: vertical
[401] link 'Orders'
[402] link 'Invoices'
[403] link 'Shipments'
[4... |
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-5 best-selling brand in Year 2021
PREVIOUS ACTION: ['None', "click [12] where [12] is link '\\ue60b SALES'"]
CURRENT OBSERVATION: Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard ... | [Next State] New items:
None
Deleted items:
[71] generic '\ue60b SALES Sales \ue62f Orders Invoices Shipments Credit Memos Billing Agreements Transactions Braintree Virtual Terminal'
[94] link '\ue62f'
[95] menu '' orientation: vertical
[276] menu '' orientation: vertical
[401] link 'Orders'
[402] link 'Invoices'
[403... |
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-5 best-selling brand in Year 2021
PREVIOUS ACTION: ['None', "click [12] where [12] is link '\\ue60b SALES'", "click [1121] where [1121] is tab 'The information in this tab has been changed. This tab con... | [Next State] Previous Action did not make any changes. |
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-5 best-selling brand in Year 2021
PREVIOUS ACTION: ['None', "click [12] where [12] is link '\\ue60b SALES'", "click [1121] where [1121] is tab 'The information in this tab has been changed. This tab con... | [Next State] New items:
[71] generic '\ue60b SALES Sales \ue62f Orders Invoices Shipments Credit Memos Billing Agreements Transactions Braintree Virtual Terminal'
[94] link '\ue62f'
[95] menu '' orientation: vertical
[276] menu '' orientation: vertical
[401] link 'Orders'
[402] link 'Invoices'
[403] link 'Shipments'
[4... |
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-5 best-selling brand in Year 2021
PREVIOUS ACTION: ['None', "click [12] where [12] is link '\\ue60b SALES'", "click [1121] where [1121] is tab 'The information in this tab has been changed. This tab con... | [Next State] New items:
None
Deleted items:
[71] generic '\ue60b SALES Sales \ue62f Orders Invoices Shipments Credit Memos Billing Agreements Transactions Braintree Virtual Terminal'
[94] link '\ue62f'
[95] menu '' orientation: vertical
[276] menu '' orientation: vertical
[401] link 'Orders'
[402] link 'Invoices'
[403... |
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-3 best-selling product type in Year 2021
PREVIOUS ACTION: ['None']
CURRENT OBSERVATION: Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[54] link ... | [Next State] New items:
None
Deleted items:
None
Updated items:
[1129] link 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Bestsellers' focused: True
|
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-2 best-selling product type in Q4 2022
PREVIOUS ACTION: ['None']
CURRENT OBSERVATION: Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[51] link 'M... | [Next State] New items:
[59] generic '\ue60b SALES Sales \ue62f Orders Invoices Shipments Credit Memos Billing Agreements Transactions Braintree Virtual Terminal'
[72] link '\ue62f'
[73] menu '' orientation: vertical
[189] menu '' orientation: vertical
[295] link 'Orders'
[296] link 'Invoices'
[297] link 'Shipments'
[2... |
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/
OBJECTIVE: What is the top-2 best-selling product type in Q4 2022
PREVIOUS ACTION: ['None', "click [12] where [12] is link '\\ue60b SALES'"]
CURRENT OBSERVATION: Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashb... | [Next State] New items:
None
Deleted items:
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[51] link 'Magento Admin Panel'
[55] img 'Magento Admin Panel'
[6] menubar '' orientation: horizontal
[8] link '\ue604 DASHBOARD'
[12] link '\ue60b SALES' focused: True
[59] generic '\ue60b SALES Sales \ue62f Orders I... |
You are an intelligent agent that predict next state from given current action, with your own logical reasoning. You will be given web-based tasks.
Here's the information you'll have:
The user's objective: This is the task you're trying to complete.
The current web page's accessibility tree: This is a simplified repre... | URL: http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/sales/order/
OBJECTIVE: What is the top-2 best-selling product type in Q4 2022
PREVIOUS ACTION: ['None', "click [12] where [12] is link '\\ue60b SALES'", "click [295] where [295] is link 'Orders'"]
CURRENT OBSERVATION: Tab 0 (current): Orders / ... | [Next State] New items:
[6428] textbox '\ue60c' required: False
[6027] StaticText 'Chart is disabled. To enable the chart, click '
[6028] link 'here'
[6081] StaticText 'Revenue'
[6055] StaticText '$0.00'
[6082] StaticText 'Tax'
[6083] StaticText 'Shipping'
[6084] StaticText 'Quantity'
[6327] tablist '' multiselectable:... |
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