RL prompt corpus of the ICLR 2027 submission MemGUI-RL (project page: https://memgui-rl-anonymous.github.io/).
Dataset Card
By Anonymous, published under apache-2.0, revision e9762f0d5bcb.
RL prompt corpus of the ICLR 2027 submission MemGUI-RL (project page: https://memgui-rl-anonymous.github.io/). Every record is one annotated state of a MemGUI-3K trajectory in the ConAct conversation format consumed by the FARPO trainer (https://github.com/memgui-rl-anonymous/MemGUI-RL):
| file | states | trajectories | use |
|---|---|---|---|
memgui3k_train_verl.json |
73,807 | 2,661 | RL prompts (positive states only are used; folding-aware sampling controls the span:step ratio) |
memgui3k_test_verl.json |
8,296 | 295 | held-out validation (never filtered; 5,941 positive states) |
Each record has task_id, step_number, is_positive, bad_step, raw_response (the annotated
ConAct response: <thinking>, <folding>, <tool_call>, <ui_observation>, <action_intent>),
conversations (system prompt, user prompt with the folded history / UI memory / recent step record
and the screenshot, reference assistant turn) and metadata (impact / reasonableness labels of the
step, trajectory ids).
Screenshots are not duplicated here: image references have the form
MemGUI-3K/images/<task>_<attempt>_step_<k>.png and resolve against the MemGUI-3K release
(https://huggingface.co/datasets/memgui-agent-anonymous/MemGUI-3K). Set MEMGUI_IMAGE_ROOT to the
directory that contains MemGUI-3K/ when training.
Structure
default 82,103 rows
| Split | Rows | Size |
|---|---|---|
| train | 73,807 | 1.2 GB |
| test | 8,296 | 137.1 MB |
Details
- Repository
- memgui-rl/MemGUI-3K-Verl
- Publisher
- Anonymous
- Task category
- Image and text to text
- Tags
- mobile-gui-agent, agent-memory, reinforcement-learning
- Size category
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- e9762f0d5bcb4c96e71b03fc66b29c279250359a
- Last updated
- 2026-09-18
Files
6 files, 2.9 GB in total.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| conversion_summary.json | Data | 2.1 KB | — |
| memgui3k_all_verl.json | Data | 1.4 GB | e54cf83a2096 |
| memgui3k_test_verl.json | Data | 144.8 MB | 82294a098d69 |
| memgui3k_train_verl.json | Data | 1.3 GB | bceee04447cf |
| README.md | Documentation | 1.5 KB | — |
| .gitattributes | Repository | 2.7 KB | — |
License and Download
- License
- apache-2.0
- Access
- No access gate
Released by Anonymous through its official repository on Hugging Face. Read the license.