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Amap Tech

Official Amap technology account showcasing all of Amap's technical innovations.

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Recent Articles

Latest from Amap Tech

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Amap Tech
Amap Tech
Oct 15, 2025 · Artificial Intelligence

How AI Powers Gaode’s ‘Car Cruise’ for Seamless, Hands‑Free Navigation

Gaode Map’s Car Cruise transforms navigation into an AI‑native, hands‑free experience by automatically detecting routes, providing real‑time voice alerts, lane‑level guidance, and car‑play integration, all driven by a state‑machine architecture that reduces driver distraction while enhancing safety, efficiency, and user personalization.

AI navigationcar‑playmobile app
0 likes · 19 min read
How AI Powers Gaode’s ‘Car Cruise’ for Seamless, Hands‑Free Navigation
Amap Tech
Amap Tech
Oct 7, 2025 · Artificial Intelligence

Farsighted-LAM & SSM-VLA: Boosting Spatial‑Temporal Reasoning for Embodied AI

Introducing Farsighted-LAM, a novel latent action model that integrates geometric perception and multi‑scale temporal modeling, and its end‑to‑end SSM‑VLA framework with a Chain‑of‑Thought reasoning module, the authors demonstrate markedly improved spatial‑temporal fidelity, interpretability, and state‑of‑the‑art performance on challenging VLA benchmarks.

Roboticschain of thoughtembodied AI
0 likes · 11 min read
Farsighted-LAM & SSM-VLA: Boosting Spatial‑Temporal Reasoning for Embodied AI
Amap Tech
Amap Tech
Oct 6, 2025 · Artificial Intelligence

Breaking VLA Training Limits: World-Env’s Virtual Sandbox for Safe, Data‑Efficient Robotics

World-Env introduces a virtual training sandbox that eliminates physical interaction, dramatically improves data efficiency with just five expert demos per task, and employs a vision‑language model as a semantic judge to dynamically terminate actions, enabling safe, high‑performing VLA post‑training across diverse robotic benchmarks.

Data EfficiencyVision-Language-Actionvirtual environment
0 likes · 9 min read
Breaking VLA Training Limits: World-Env’s Virtual Sandbox for Safe, Data‑Efficient Robotics
Amap Tech
Amap Tech
Oct 4, 2025 · Artificial Intelligence

How JanusVLN Redefines Vision‑Language Navigation with Dual Implicit Memory

JanusVLN presents a groundbreaking Vision‑and‑Language Navigation framework that decouples semantic understanding from spatial geometry using dual implicit memory, eliminates explicit memory overhead, achieves state‑of‑the‑art performance with only RGB video input, and dramatically improves efficiency and generalization across VLN benchmarks.

3D spatial reasoningDual Implicit MemoryVision-Language Navigation
0 likes · 10 min read
How JanusVLN Redefines Vision‑Language Navigation with Dual Implicit Memory
Amap Tech
Amap Tech
Oct 3, 2025 · Artificial Intelligence

How OmniNav Unifies Multi‑Task Embodied Navigation with a Fast‑Slow Dual System

OmniNav introduces a unified framework for embodied navigation that simultaneously handles instruction‑goal, object‑goal, point‑goal, and frontier‑based exploration tasks using a fast visual‑language‑driven policy and a slow memory‑augmented planner, achieving state‑of‑the‑art performance and real‑world 5 Hz deployment.

Multimodal TrainingVision Language Modelcontinuous control
0 likes · 9 min read
How OmniNav Unifies Multi‑Task Embodied Navigation with a Fast‑Slow Dual System
Amap Tech
Amap Tech
Oct 3, 2025 · Artificial Intelligence

How FantasyHSI Enables Autonomous 3D Human Interaction in Any Scene

FantasyHSI introduces a graph‑based multi‑agent framework that combines visual‑language models and video‑generation diffusion to let digital humans perceive, plan, and interact autonomously in any 3D scene, producing physically plausible, long‑duration actions for animation creation and embodied‑AI simulation.

3D synthesisGraph ModelingReinforcement learning
0 likes · 12 min read
How FantasyHSI Enables Autonomous 3D Human Interaction in Any Scene
Amap Tech
Amap Tech
Oct 2, 2025 · Artificial Intelligence

How FantasyWorld Unifies Video Generation and 3D Geometry for Consistent Virtual Worlds

FantasyWorld introduces a geometry‑enhanced framework that augments a frozen video diffusion model with a trainable geometry branch, enabling simultaneous video representation and implicit 3D field generation, achieving spatially consistent, high‑quality virtual worlds and outperforming recent baselines in multi‑view coherence and geometric fidelity.

3D modelingDiffusion ModelsVideo Generation
0 likes · 11 min read
How FantasyWorld Unifies Video Generation and 3D Geometry for Consistent Virtual Worlds
Amap Tech
Amap Tech
Sep 29, 2025 · Artificial Intelligence

How Gaode’s AI‑Powered Route Planner Saves Money and Time During Holiday Travel

Gaode Map introduces three AI‑driven routing features—toll‑free exit recommendation, global faster‑route optimization, and high‑frequency rapid‑route detection—that combine massive traffic data, multi‑objective algorithms, and real‑time prediction to help users save both toll costs and travel time during the National Day travel peak.

AIbig datamulti-objective
0 likes · 8 min read
How Gaode’s AI‑Powered Route Planner Saves Money and Time During Holiday Travel
Amap Tech
Amap Tech
Sep 25, 2025 · Artificial Intelligence

How Amap Engineers Precise, Real‑Time Intersection Data with AI and Optimization

This article explains how Amap tackles the complex challenge of guiding users safely through diverse intersections by simplifying intersection models, automating topology generation, applying multimodal AI for data updates, and building an AI‑driven navigation agent that delivers accurate, real‑time routing.

AI navigationOptimizationReal-time Updates
0 likes · 8 min read
How Amap Engineers Precise, Real‑Time Intersection Data with AI and Optimization