Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration
Paper
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1802.08802
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Published
UI Agent
a collection of algorithmic agents for user interfaces/interactions and program synthesis
Note Introducing the Workflow-Guided Exploration (WGE) framework, and a new synthetic dataset called MiniWoB++ (an extension of MiniWoB, a dataset proposed by "World of Bits: An Open-Domain Platform for Web-Based Agents" at ICML 2017). This work was published at ICLR 2018.
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Dual-View Visual Contextualization for Web Navigation
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Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms
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VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks
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