模仿学习

已审阅并标注「模仿学习」的研究与资产。

条目依据已审阅标签归类,同一主题不表示资源之间存在依赖关系。日期保留来源精度,注释保留原语言。

数据集

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数据集

MT-Mind2Web

Multi-turn web-navigation conversations constructed from Mind2Web interactions, with dialogue turns, HTML snapshots, element candidates and click/type/select action sequences.

网页
数据集

VideoCAD data

CAD screen recordings paired with action logs and target model images for studying precise interface control and long-horizon visual imitation.

网页
模型

Llama-3-8B-Web

A Llama 3 8B instruction-model checkpoint fine-tuned on WebLINX web interactions and dialogue, predicting browser actions from a textual state representation.

网页

工程与产业

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框架

Go-Browse

Structured website-exploration and data-processing code that revisits discovered pages, proposes tasks and collects trajectories for web-agent fine-tuning.

网页
框架

GUIPivot

Query-inference training tools connecting screenshot grounding with GUI action reasoning, including preprocessing, query refinement and offline single-step evaluation on AndroidControl and AITZ.

Android
智能体

LearnAct

Released inference and evaluation code for demonstration-conditioned mobile GUI agents on LearnGUI-Offline. The repository describes a multi-agent adaptation method and links the LearnGUI demonstrations.

框架

MemGUI-Agent

MemGUI-Agent training and offline evaluation tools provide trajectory conversion, LoRA SFT templates, and step-level checks of GUI actions, memory updates and context folding.

Android
框架

Synapse

A computer-control research implementation that retrieves example trajectories from memory, abstracts task-relevant state and prompts an agent to navigate browser tasks.

网页
框架

UI-Genie

Training and evaluation code for a mobile-agent framework that iteratively generates trajectories using agent and reward-model feedback.

Android
框架

WebLlama

Training, evaluation and integration tooling for dialogue-guided web agents, including Llama fine-tuning workflows and BrowserGym examples built around WebLINX.

网页
框架

WinDOM code

GUI-grounding training and evaluation code with same-family distillation, GRPO recipes and point-in-box scoring, using a Windows-style web environment.

网页

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