VLA

GDN-Memory: Constant-Footprint Embodied Memory for World Models

Gated DeltaNet hierarchical memory integrated into Genie Envisioner's Slow-Fast VLA pipeline. 256KB constant footprint, <1ms update latency, targeting ICRA/CoRL 2026.

GDN-Memory: Constant-Footprint Embodied Memory for World Models featured image

GDN-Memory: Constant-Footprint Embodied Memory for World Models

Gated DeltaNet hierarchical memory integrated into Genie Envisioner's Slow-Fast VLA pipeline. 256KB constant footprint, <1ms update latency, targeting ICRA/CoRL 2026.

综述:VLA如何落地医疗机器人 featured image

综述:VLA如何落地医疗机器人

全面综述 Vision-Language-Action 模型在医疗机器人中的落地路径,探讨具身智能如何在手术与护理场景中实际部署。

综述:VLA 如何落地医疗机器人

全面综述 Vision-Language-Action 模型在医疗机器人中的落地路径,探讨具身智能如何在手术与护理场景中实际部署。

VLA具身模型后训练综述 featured image

VLA具身模型后训练综述

VLA 具身模型后训练技术综述:SFT、DPO 偏好优化、PPO/TRPO 在线强化学习的系统性梳理。

VLA 具身模型后训练综述

VLA 具身模型后训练技术综述:SFT、DPO 偏好优化、PPO/TRPO 在线强化学习的系统性梳理。

LeRobot 与具身 AI 黑客松项目

深入研究并部署 Hugging Face LeRobot(HuggingFace 官方收录文档),同时开发 tri.me 家庭护理机器人平台,荣获小红书巅峰赛黑客松三等奖。

LeRobot & Embodied AI Hackathon Projects featured image

LeRobot & Embodied AI Hackathon Projects

Hands-on study and deployment of Hugging Face LeRobot (HuggingFace-officially featured docs), plus tri.me — a home-care robot platform that won 3rd place at the 小红书巅峰赛 hackathon.