Web Agents with World Models
Collection
ICLR 2025 • 9 items • Updated • 1
observation stringlengths 51 50.3k | task_id int64 0 716 | next_state_acctree stringlengths 51 50.9k | url stringlengths 11 417 | step_idx int64 0 4 | previous_actions sequencelengths 1 5 | objective stringclasses 691
values | current_action stringlengths 7 21.8k | next_state_tao stringlengths 41 55.9k | new_items stringlengths 4 42.9k | updated_items stringlengths 4 26.7k | deleted_items stringlengths 4 47.2k |
|---|---|---|---|---|---|---|---|---|---|---|---|
Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[6] link 'Magento Admin Panel'
[7] img 'Magento Admin Panel'
[9] menubar '' orientation: horizontal
[11] link '\ue604 DASHBOARD'
[15] link '\ue60b SALES'
[19] link '\ue608 CATALOG'
[23] link '\ue603 CUSTOME... | 0 | Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[6] link 'Magento Admin Panel'
[7] img 'Magento Admin Panel'
[9] menubar '' orientation: horizontal
[11] link '\ue604 DASHBOARD'
[15] link '\ue60b SALES'
[19] link '\ue608 CATALOG'
[23] link '\ue603 CUSTOME... | http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/ | 0 | [
"None"
] | What is the top-5 best-selling product in 2023 | click [1121] where [1121] is tab 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Bestsellers' expanded: True selected: True controls: grid_tab_ordered_products_content | 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
| None | [1129] link 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Bestsellers' focused: True | None |
Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[6] link 'Magento Admin Panel'
[7] img 'Magento Admin Panel'
[9] menubar '' orientation: horizontal
[11] link '\ue604 DASHBOARD'
[15] link '\ue60b SALES'
[19] link '\ue608 CATALOG'
[23] link '\ue603 CUSTOME... | 0 | Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[6] link 'Magento Admin Panel'
[7] img 'Magento Admin Panel'
[9] menubar '' orientation: horizontal
[11] link '\ue604 DASHBOARD'
[15] link '\ue60b SALES'
[19] link '\ue608 CATALOG'
[23] link '\ue603 CUSTOME... | http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/ | 1 | [
"None",
"click [1121] where [1121] is tab 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Bestsellers' expanded: True selected: True controls: grid_tab_ordered_products_content"
] | What is the top-5 best-selling product in 2023 | scroll [down] | Previous Action did not make any changes. | None | None | None |
Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[6] link 'Magento Admin Panel'
[7] img 'Magento Admin Panel'
[9] menubar '' orientation: horizontal
[11] link '\ue604 DASHBOARD'
[15] link '\ue60b SALES'
[19] link '\ue608 CATALOG'
[23] link '\ue603 CUSTOME... | 0 | Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[6] link 'Magento Admin Panel'
[7] img 'Magento Admin Panel'
[9] menubar '' orientation: horizontal
[11] link '\ue604 DASHBOARD'
[15] link '\ue60b SALES'
[19] link '\ue608 CATALOG'
[23] link '\ue603 CUSTOME... | http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/ | 2 | [
"None",
"click [1121] where [1121] is tab 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Bestsellers' expanded: True selected: True controls: grid_tab_ordered_products_content",
"scroll [down]"
] | What is the top-5 best-selling product in 2023 | scroll [down] | Previous Action did not make any changes. | None | None | None |
Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[6] link 'Magento Admin Panel'
[7] img 'Magento Admin Panel'
[9] menubar '' orientation: horizontal
[11] link '\ue604 DASHBOARD'
[15] link '\ue60b SALES'
[19] link '\ue608 CATALOG'
[23] link '\ue603 CUSTOME... | 0 | Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[6] link 'Magento Admin Panel'
[7] img 'Magento Admin Panel'
[9] menubar '' orientation: horizontal
[11] link '\ue604 DASHBOARD'
[15] link '\ue60b SALES'
[19] link '\ue608 CATALOG'
[23] link '\ue603 CUSTOME... | http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/ | 3 | [
"None",
"click [1121] where [1121] is tab 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Bestsellers' expanded: True selected: True controls: grid_tab_ordered_products_content",
"scroll [down]",
"scroll [down]"
] | What is the top-5 best-selling product in 2023 | hover [1121] where [1121] is tab 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Bestsellers' expanded: True selected: True controls: grid_tab_ordered_products_content | Previous Action did not make any changes. | None | None | None |
Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[6] link 'Magento Admin Panel'
[7] img 'Magento Admin Panel'
[9] menubar '' orientation: horizontal
[11] link '\ue604 DASHBOARD'
[15] link '\ue60b SALES'
[19] link '\ue608 CATALOG'
[23] link '\ue603 CUSTOME... | 0 | Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[6] link 'Magento Admin Panel'
[7] img 'Magento Admin Panel'
[9] menubar '' orientation: horizontal
[11] link '\ue604 DASHBOARD'
[15] link '\ue60b SALES'
[19] link '\ue608 CATALOG'
[23] link '\ue603 CUSTOME... | http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/ | 4 | [
"None",
"click [1121] where [1121] is tab 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Bestsellers' expanded: True selected: True controls: grid_tab_ordered_products_content",
"scroll [down]",
"scroll [down]",
"hover [1121] wher... | What is the top-5 best-selling product in 2023 | click [1129] where [1129] is link 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Bestsellers' focused: True | Previous Action did not make any changes. | None | None | None |
Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[53] link 'Magento Admin Panel'
[61] img 'Magento Admin Panel'
[6] menubar '' orientation: horizontal
[8] link '\ue604 DASHBOARD'
[12] link '\ue60b SALES'
[16] link '\ue608 CATALOG'
[20] link '\ue603 CUSTOM... | 1 | Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[53] link 'Magento Admin Panel'
[61] img 'Magento Admin Panel'
[6] menubar '' orientation: horizontal
[8] link '\ue604 DASHBOARD'
[12] link '\ue60b SALES' focused: True
[71] generic '\ue60b SALES Sales \ue62f... | http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/ | 0 | [
"None"
] | What is the top-5 best-selling brand in Year 2021 | click [12] where [12] is link '\ue60b SALES' | 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'
[404] link 'Cre... | [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'
[404] link 'Credit Memos'
... | [12] link '\ue60b SALES' focused: True | None |
Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[53] link 'Magento Admin Panel'
[61] img 'Magento Admin Panel'
[6] menubar '' orientation: horizontal
[8] link '\ue604 DASHBOARD'
[12] link '\ue60b SALES' focused: True
[71] generic '\ue60b SALES Sales \ue62f... | 1 | Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[53] link 'Magento Admin Panel'
[61] img 'Magento Admin Panel'
[6] menubar '' orientation: horizontal
[8] link '\ue604 DASHBOARD'
[12] link '\ue60b SALES'
[16] link '\ue608 CATALOG'
[20] link '\ue603 CUSTOM... | http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/ | 1 | [
"None",
"click [12] where [12] is link '\\ue60b SALES'"
] | What is the top-5 best-selling brand in Year 2021 | click [1121] where [1121] is tab 'The information in this tab has been changed. This tab contains invalid data. Please resolve this before saving. Loading... Bestsellers' expanded: True selected: True controls: grid_tab_ordered_products_content | 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] link 'Shipm... | None | [12] link '\ue60b SALES' | [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'
[404] link 'Credit Memos'
... |
Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[53] link 'Magento Admin Panel'
[61] img 'Magento Admin Panel'
[6] menubar '' orientation: horizontal
[8] link '\ue604 DASHBOARD'
[12] link '\ue60b SALES'
[16] link '\ue608 CATALOG'
[20] link '\ue603 CUSTOM... | 1 | Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[53] link 'Magento Admin Panel'
[61] img 'Magento Admin Panel'
[6] menubar '' orientation: horizontal
[8] link '\ue604 DASHBOARD'
[12] link '\ue60b SALES'
[16] link '\ue608 CATALOG'
[20] link '\ue603 CUSTOM... | http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/ | 2 | [
"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 contains invalid data. Please resolve this before saving. Loading... Bestsellers' expanded: True selected: True controls: grid_tab_ordered_products_content"
] | What is the top-5 best-selling brand in Year 2021 | hover [1177] where [1177] is columnheader 'Product' required: False | Previous Action did not make any changes. | None | None | None |
Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[53] link 'Magento Admin Panel'
[61] img 'Magento Admin Panel'
[6] menubar '' orientation: horizontal
[8] link '\ue604 DASHBOARD'
[12] link '\ue60b SALES'
[16] link '\ue608 CATALOG'
[20] link '\ue603 CUSTOM... | 1 | Tab 0 (current): Dashboard / Magento Admin
[1] RootWebArea 'Dashboard / Magento Admin' focused: True
[53] link 'Magento Admin Panel'
[61] img 'Magento Admin Panel'
[6] menubar '' orientation: horizontal
[8] link '\ue604 DASHBOARD'
[12] link '\ue60b SALES' focused: True
[71] generic '\ue60b SALES Sales \ue62f... | http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/ | 3 | [
"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 contains invalid data. Please resolve this before saving. Loading... Bestsellers' expanded: True selected: True controls: grid_tab_ordered_products_content",
"hove... | What is the top-5 best-selling brand in Year 2021 | click [12] where [12] is link '\ue60b SALES' | 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'
[404] link 'Cre... | [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'
[404] link 'Credit Memos'
... | [12] link '\ue60b SALES' focused: True | None |
"Tab 0 (current): Dashboard / Magento Admin\n\n[1] RootWebArea 'Dashboard / Magento Admin' focused: (...TRUNCATED) | 1 | "Tab 0 (current): Dashboard / Magento Admin\n\n[1] RootWebArea 'Dashboard / Magento Admin' focused: (...TRUNCATED) | http://ec2-3-23-128-184.us-east-2.compute.amazonaws.com:7780/admin/admin/dashboard/ | 4 | ["None","click [12] where [12] is link '\\ue60b SALES'","click [1121] where [1121] is tab 'The infor(...TRUNCATED) | What is the top-5 best-selling brand in Year 2021 | click [273] where [273] is link 'Go to Advanced Reporting \ue644' | "New items:\nNone\n\nDeleted items:\n[71] generic '\\ue60b SALES Sales \\ue62f Orders Invoices Shipm(...TRUNCATED) | None | [12] link '\ue60b SALES' | "[71] generic '\\ue60b SALES Sales \\ue62f Orders Invoices Shipments Credit Memos Billing Agreements(...TRUNCATED) |
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