UI-Oceanus: Scaling GUI Agents with Synthetic Environmental Dynamics
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Mengzhou, Guo, Yuzhe, Cao, Yuan, Lu, Haochuan, Zhu, Songhe, Qu, Pingzhe, Chen, Xin, Qin, Kang, Wang, Zhongpu, Zhang, Xiaode, Wang, Xinyi, Dai, Wei, Cao, Gang, Deng, Yuetang, Gong, Zhi, Ran, Dezhi, Li, Linyi, Yang, Wei, Xie, Tao |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From User Interface to Agent Interface: Efficiency Optimization of UI Representations for LLM Agents
by: Ran, Dezhi, et al.
Published: (2025)
by: Ran, Dezhi, et al.
Published: (2025)
GUI-GENESIS: Automated Synthesis of Efficient Environments with Verifiable Rewards for GUI Agent Post-Training
by: Cao, Yuan, et al.
Published: (2026)
by: Cao, Yuan, et al.
Published: (2026)
An Empirical Study and Theoretical Explanation on Task-Level Model-Merging Collapse
by: Cao, Yuan, et al.
Published: (2026)
by: Cao, Yuan, et al.
Published: (2026)
Skill-Adpative Imitation Learning for UI Test Reuse
by: Wu, Mengzhou, et al.
Published: (2024)
by: Wu, Mengzhou, et al.
Published: (2024)
Beyond Pass or Fail: Multi-Dimensional Benchmarking of Foundation Models for Goal-based Mobile UI Navigation
by: Ran, Dezhi, et al.
Published: (2025)
by: Ran, Dezhi, et al.
Published: (2025)
Foundation Model Engineering: Engineering Foundation Models Just as Engineering Software
by: Ran, Dezhi, et al.
Published: (2024)
by: Ran, Dezhi, et al.
Published: (2024)
KernelBand: Steering LLM-based Kernel Optimization via Hardware-Aware Multi-Armed Bandits
by: Ran, Dezhi, et al.
Published: (2025)
by: Ran, Dezhi, et al.
Published: (2025)
AppForge: From Assistant to Independent Developer -- Are GPTs Ready for Software Development?
by: Ran, Dezhi, et al.
Published: (2025)
by: Ran, Dezhi, et al.
Published: (2025)
An Infrastructure Software Perspective Toward Computation Offloading between Executable Specifications and Foundation Models
by: Ran, Dezhi, et al.
Published: (2025)
by: Ran, Dezhi, et al.
Published: (2025)
Enabling Cost-Effective UI Automation Testing with Retrieval-Based LLMs: A Case Study in WeChat
by: Feng, Sidong, et al.
Published: (2024)
by: Feng, Sidong, et al.
Published: (2024)
Are GUI Agents Focused Enough? Automated Distraction via Semantic-level UI Element Injection
by: Yang, Wenkui, et al.
Published: (2026)
by: Yang, Wenkui, et al.
Published: (2026)
Aria-UI: Visual Grounding for GUI Instructions
by: Yang, Yuhao, et al.
Published: (2024)
by: Yang, Yuhao, et al.
Published: (2024)
UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis
by: Liu, Xinyi, et al.
Published: (2025)
by: Liu, Xinyi, et al.
Published: (2025)
ShowUI-Aloha: Human-Taught GUI Agent
by: Zhang, Yichun, et al.
Published: (2026)
by: Zhang, Yichun, et al.
Published: (2026)
Bad Kreuznach Oceanus Mosaic
by: emilyrose
Published: (2022)
by: emilyrose
Published: (2022)
Falcon-UI: Understanding GUI Before Following User Instructions
by: Shen, Huawen, et al.
Published: (2024)
by: Shen, Huawen, et al.
Published: (2024)
Proving Olympiad Algebraic Inequalities without Human Demonstrations
by: Wei, Chenrui, et al.
Published: (2024)
by: Wei, Chenrui, et al.
Published: (2024)
UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction-as-Reasoning
by: Chen, Liangyu, et al.
Published: (2025)
by: Chen, Liangyu, et al.
Published: (2025)
UI-TARS: Pioneering Automated GUI Interaction with Native Agents
by: Qin, Yujia, et al.
Published: (2025)
by: Qin, Yujia, et al.
Published: (2025)
TongUI: Internet-Scale Trajectories from Multimodal Web Tutorials for Generalized GUI Agents
by: Zhang, Bofei, et al.
Published: (2025)
by: Zhang, Bofei, et al.
Published: (2025)
UI-Evol: Automatic Knowledge Evolving for Computer Use Agents
by: Zhang, Ziyun, et al.
Published: (2025)
by: Zhang, Ziyun, et al.
Published: (2025)
BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent
by: Zhang, Shaojie, et al.
Published: (2025)
by: Zhang, Shaojie, et al.
Published: (2025)
ZonUI-3B: A Lightweight Vision-Language Model for Cross-Resolution GUI Grounding
by: Hsieh, ZongHan, et al.
Published: (2025)
by: Hsieh, ZongHan, et al.
Published: (2025)
UITrans: Seamless UI Translation from Android to HarmonyOS
by: Gong, Lina, et al.
Published: (2024)
by: Gong, Lina, et al.
Published: (2024)
UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding
by: Tang, Fei, et al.
Published: (2026)
by: Tang, Fei, et al.
Published: (2026)
Heterogeneous Trader Responses to Macroeconomic Surprises: Simulating Order Flow Dynamics
by: Wang, Haochuan
Published: (2025)
by: Wang, Haochuan
Published: (2025)
Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer
by: Wang, Haochuan
Published: (2025)
by: Wang, Haochuan
Published: (2025)
Forecasting Liquidity Withdraw with Machine Learning Models
by: Haochuan, et al.
Published: (2025)
by: Haochuan, et al.
Published: (2025)
ShowUI: One Vision-Language-Action Model for GUI Visual Agent
by: Lin, Kevin Qinghong, et al.
Published: (2024)
by: Lin, Kevin Qinghong, et al.
Published: (2024)
MAI-UI Technical Report: Real-World Centric Foundation GUI Agents
by: Zhou, Hanzhang, et al.
Published: (2025)
by: Zhou, Hanzhang, et al.
Published: (2025)
UI-Mem: Self-Evolving Experience Memory for Online Reinforcement Learning in Mobile GUI Agents
by: Xiao, Han, et al.
Published: (2026)
by: Xiao, Han, et al.
Published: (2026)
UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning
by: Lu, Zhengxi, et al.
Published: (2025)
by: Lu, Zhengxi, et al.
Published: (2025)
AQuaUI: Visual Token Reduction for GUI Agents with Adaptive Quadtrees
by: Li, Yuankai, et al.
Published: (2026)
by: Li, Yuankai, et al.
Published: (2026)
SparkUI-Parser: Enhancing GUI Perception with Robust Grounding and Parsing
by: Jing, Hongyi, et al.
Published: (2025)
by: Jing, Hongyi, et al.
Published: (2025)
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
by: Wang, Haoming, et al.
Published: (2025)
by: Wang, Haoming, et al.
Published: (2025)
Agent-Facing Information Design in LLM Tool Registries
by: Wang, Haochuan Kevin
Published: (2026)
by: Wang, Haochuan Kevin
Published: (2026)
Diffusion-MPC in Discrete Domains: Feasibility Constraints, Horizon Effects, and Critic Alignment: Case study with Tetris
by: Wang, Haochuan Kevin
Published: (2026)
by: Wang, Haochuan Kevin
Published: (2026)
GUI-ARP: Enhancing Grounding with Adaptive Region Perception for GUI Agents
by: Ye, Xianhang, et al.
Published: (2025)
by: Ye, Xianhang, et al.
Published: (2025)
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
by: Nayak, Shravan, et al.
Published: (2025)
by: Nayak, Shravan, et al.
Published: (2025)
Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents
by: Yang, Zhen, et al.
Published: (2025)
by: Yang, Zhen, et al.
Published: (2025)
Similar Items
-
From User Interface to Agent Interface: Efficiency Optimization of UI Representations for LLM Agents
by: Ran, Dezhi, et al.
Published: (2025) -
GUI-GENESIS: Automated Synthesis of Efficient Environments with Verifiable Rewards for GUI Agent Post-Training
by: Cao, Yuan, et al.
Published: (2026) -
An Empirical Study and Theoretical Explanation on Task-Level Model-Merging Collapse
by: Cao, Yuan, et al.
Published: (2026) -
Skill-Adpative Imitation Learning for UI Test Reuse
by: Wu, Mengzhou, et al.
Published: (2024) -
Beyond Pass or Fail: Multi-Dimensional Benchmarking of Foundation Models for Goal-based Mobile UI Navigation
by: Ran, Dezhi, et al.
Published: (2025)