Recent Embodied AI-related Projects.

AERR-Nav image

2026 · Multi-floor Navigation

AERR-Nav

A zero-shot object navigation framework for unknown multi-floor environments, achieving state-of-the-art results on open-world indoor navigation.

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2026 · Embodied Social Interaction

FreeAskWorld

A simulation framework for embodied social interaction and scalable data generation, with integration of AI agent interfaces such as OpenClaw, Codex, and Claude Code.

OE-VLN HiNav image

2026 · Vision-Language Navigation

OE-VLN/HiNav

An open-ended vision-language navigation framework, including benchmark, method, and real-world validation on a Unitree Go2 robot.

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2025 · Autonomous Driving

OccProphet

A camera-only 4D occupancy forecasting project for autonomous driving, designed to improve efficiency while preserving strong forecasting accuracy.

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2025 · Smart Glasses

EgoProceAssist

A novel egocentric procedural AI assistant for smart glasses, tailored to deliver step-by-step support for daily procedural tasks.