PDF Viewer

BUILDER'S SANDBOX

Build This Paper

Use an AI coding agent to implement this research.

OpenAI Codex
OpenAI CodexAI Agent

Lightweight coding agent in your terminal.

Claude Code
Claude CodeAI Agent

Agentic coding tool for terminal workflows.

AntiGravity IDE
AntiGravity IDEScaffolding

AI agent mindset installer and workflow scaffolder.

Cursor
CursorIDE

AI-first code editor built on VS Code.

VS Code
VS CodeIDE

Free, open-source editor by Microsoft.

Estimated $9K - $13K over 6-10 weeks.

See exactly what it costs to build this -- with 3 comparable funded startups.

7-day free trial. Cancel anytime.

Discover the researchers behind this paper and find similar experts.

7-day free trial. Cancel anytime.

References (25)

[1]
Three-dimensional-grounded vision-language framework for robotic task planning: Automated prompt synthesis and supervised reasoning
2026Guoqin Tang, Qingxuan Jia et al.
[2]
3DprintMIND: An AI-Agent system using large language models and dynamic manufacturing knowledge graphs for smart manufacturing
2026Laiyi Li, Yongwen Zhang et al.
[3]
Proactive safety reasoning in human-robot collaboration in disassembly through LLM-augmented STPA and FMEA
2026Morteza Jalali Alenjareghi, Fardin Ghorbani et al.
[4]
A review of background, methods, limitations and opportunities of knowledge graph completion
2025Daiyi Li, Yaoyao Liang et al.
[5]
Embodied Intelligence Toward Future Smart Manufacturing in the Era of AI Foundation Model
2025Lei Ren, Jiabao Dong et al.
[6]
SAM2Act: Integrating Visual Foundation Model with A Memory Architecture for Robotic Manipulation
2025Haoquan Fang, Markus Grotz et al.
[7]
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation
2024Zhi-Hua Shen, Chenxin Diao et al.
[8]
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application
2024Shuaihang Chen, Yuanxing Liu et al.
[9]
π0: A Vision-Language-Action Flow Model for General Robot Control
2024Kevin Black, Noah Brown et al.
[10]
Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval
2024Le Huang, Hengzhi Lan et al.
[11]
Dynamic Open-Vocabulary 3D Scene Graphs for Long-Term Language-Guided Mobile Manipulation
2024Zhijie Yan, Shufei Li et al.
[12]
RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation
2024Songming Liu, Lingxuan Wu et al.
[13]
GraspSplats: Efficient Manipulation with 3D Feature Splatting
2024Mazeyu Ji, Ri-Zhao Qiu et al.
[14]
Self-evolving Agents with reflective and memory-augmented abilities
2024Xuechen Liang, Meiling Tao et al.
[15]
RT-H: Action Hierarchies Using Language
2024Suneel Belkhale, Tianli Ding et al.
[16]
RoboEXP: Action-Conditioned Scene Graph via Interactive Exploration for Robotic Manipulation
2024Hanxiao Jiang, Binghao Huang et al.
[17]
RP-SG: Relation Prediction in 3D Scene Graphs for Unobserved Objects Localization
2024Zhongmou Ying, Xianfeng Yuan et al.
[18]
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
2023Anthony Brohan, Noah Brown et al.
[19]
PaLI-X: On Scaling up a Multilingual Vision and Language Model
2023Xi Chen, J. Djolonga et al.
[20]
BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects
2023Bowen Wen, Jonathan Tremblay et al.

Showing 20 of 25 references

Founder's Pitch

"Develop a cognitive architecture for resilient robotic planning in dynamic manufacturing using a decoupled vision-language model with improved state tracking and recovery."

Robotics and AutomationScore: 3View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

0/4 signals

0

Quick Build

1/4 signals

2.5

Series A Potential

2/4 signals

5

Sources used for this analysis

arXiv Paper

Full-text PDF analysis of the research paper

GitHub Repository

Code availability, stars, and contributor activity

Citation Network

Semantic Scholar citations and co-citation patterns

Community Predictions

Crowd-sourced unicorn probability assessments

Analysis model: GPT-4o · Last scored: 2/17/2026

Explore the full citation network and related research.

7-day free trial. Cancel anytime.

Understand the commercial significance and market impact.

7-day free trial. Cancel anytime.

Get detailed profiles of the research team.

7-day free trial. Cancel anytime.