Last 5 years726 documents Updated 21 Oct

Vehicles become intelligent robotic platforms that autonomously perform real-world tasks beyond driving.

Overview · What matters in this field right now?

In short

Research

A machine learns a task by watching an operator do it

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The most complete build in this material belongs to AIM, and it is a closed loop rather than a model. A data-gathering module runs on the machine while a human operates it, recording control inputs, vehicle state and sensor streams — GPS, inclinometers, hydraulic pressure — alongside LiDAR and camera data that keep a three-dimensional site map current. That record goes to a remote machine, where a model predictive control model of the vehicle's behaviour and its surroundings is trained, and the trained model is pushed back down to the vehicle to run the task on its own.

Research

What is being built

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What's new · What is newest in this field?

Research · What is being built?

Where the work is growing

Dot size: documents that year
Where the work is growing
Area2021 2022 2023 2024 2025 2026 so farTotal
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101

What problems are they working on?

Size and shade: documents

Largest 15 of 72 problems

Latest in innovation

Automated Training And Use Of Predictive Dynamics Models For Autonomous Control Of Powered Earth-Moving Vehicles Patent · Aim Intelligent Machines Automated Use Of Trained Predictive Dynamics Models For Autonomous Control Of Powered Earth-Moving Vehicles Patent · Aim Intelligent Machines A method, device and medium for automatic navigation control of a rice transplanter Patent · Weichai Lovol Intelligent Agricultural Technology Dual-arm humanoid robot based on physical artificial intelligence and method for controlling the same Patent · Charo Robotics Cloud-based collaborative intelligent unmanned aerial vehicle (UAV) hangar system and its control method Patent · Zhejiang Top Cloud-agri Technology

Market · What is reaching the market?

Latest in the market

Hyundai Mobis to strengthen partnerships to build automotive chip ecosystem - Yonhap News Agency News · Yonhap News Agency Software-defined vehicles to become "major target" for cyberattacks – QNX - Motor Trade News News · Motor Trade News MN: St. Paul seeks study of autonomous vehicles like Waymo - Mass Transit News · Mass Transit Element to manage Waymo’s autonomous fleet in Toronto debut - Smart Cities World News · Smart Cities World Scaling Robotics and Autonomous Vehicles with Arm|Road to Autonomy - finance.biggo.com News · finance.biggo.com

Rules and standards in the news

MN: St. Paul seeks study of autonomous vehicles like Waymo - Mass Transit News · Mass Transit London Assembly Transport Committee Calls for Cap on Autonomous Vehicles - Future Transport-News News · Future Transport-News ST Engineering’s new centre to test autonomous vehicles, drones and robots for cyber risks - The Edge Singapore News · The Edge Singapore Overview of EU and UK Regulatory Developments relating to Autonomous Vehicles - Inside Global Tech News · Inside Global Tech Autonomous Vehicles: From Regulatory Diversity to Shared Learning - World Economic Forum News · World Economic Forum

Strategy · Where is the money and effort going?

How far along each area is

Innovation Market A year ago
How far along each area is
Selling
Selling
Selling
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Money, launches and partners

Money and capacity

Tesla Bets Future Growth on Optimus Robots and Autonomous Vehicles - PYMNTS.com News · PYMNTS.com · Infineon and HL Klemove Partner to Advance Automotive Tech for Software-Defined Vehicles and Autonomous Driving - Bisinfotech News · Bisinfotech · [CES 2026] Hyundai Motor Group Introduces E2E Value Chain... To Produce 30,000 Robots Annually (Comprehensive) - The Asia Business Daily News · www.asiae.co.kr · Hyundai Motor Group accelerates Atlas humanoid robot production push - UPI.com News · www.upi.com · Waymo's $16B round drives private equity investment surge in autonomous vehicles - S&P Global News · S&P Global · From EVs to robotics: Tesla targets 10M Optimus units with new Texas plant - The Robot Report News · www.therobotreport.com · Hyundai Motor to launch world's first large-scale robot factory in 2028, supply Waymo with robotaxis this year - The Herald Business News · biz.heraldcorp.com · Xpeng's robotics unit valued at over $6.3 billion after record funding round | Reuters News · www.reuters.com · Waymo commits tens of millions to build three D.C. depots ahead of regulatory approval - The Business Journals News · The Business Journals · Applied Intuition Partners with Honda to Accelerate Next-Generation Software-Defined Vehicles - Yahoo Finance News · Yahoo Finance · Robotaxi competition revs up as Uber makes $10B investment in autonomous vehicles - Smart Cities Dive News · Smart Cities Dive · Chinese NEV makers charge into robotics as new growth frontier-Xinhua News · english.news.cn ·

Launches and deployments

Uber Unveils Uber Autonomous Solutions to Accelerate Autonomous Mobility & Delivery Worldwide - Uber Investor Relations News · Uber Investor Relations · MobED: A NextGen Mobility Robot Platform Built For Advanced Adaptability and Scalability | Journal | Hyundai Motor Group News · www.hyundaimotorgroup.com · Robotaxis in 2025: Waymo plots global expansion as Zoox, Tesla roll to the starting line - CNBC News · CNBC · (News Focus) Hyundai Motor gears up for robot deployment under physical AI push | Yonhap News Agency News · en.yna.co.kr · Hyundai to deploy 25,000 Atlas robots from Boston Dynamics in factories | heise online News · www.heise.de · Wayve and Nissan to exhibit global robotaxi prototype vehicle powered by NVIDIA DRIVE Hyperion for Uber trials News · usa.nissannews.com · WeRide and Uber to Launch Robotaxi Services in Zurich - Future Transport-News News · Future Transport-News · Robotaxis set to launch in Madrid before the year’s end - EL PAÍS English News · EL PAÍS English · Nvidia expands global robotaxi push, partners with Foxconn and Uber on level 4 autonomous vehicles - Firstpost News · Firstpost · All Toyota models to be software-based by 2030 - The Japan Times News · The Japan Times · Toyota to Make All Models Software-Defined Vehicles by 2030 - Seoul Economic Daily News · Seoul Economic Daily · Toyota to turn all 50 models into software-defined vehicles by 2030 - Nikkei Asia News · Nikkei Asia ·

Partnerships

Hyundai Motor Group to test AI-powered autonomous vehicles in Gwangju - The Korea Times News · The Korea Times · Memorandum of Understanding between the Department for Business and Trade (DBT) and Wayve - GOV.UK News · www.gov.uk · Autonomous Logistics Project at the Port of Tyne Demonstrates the North East’s Leadership in Connected and Automated Mobility - Oxa News · oxa.tech · Florida officials highlight autonomous vehicle, air mobility testing at SunTrax - ABC7 WWSB News · ABC7 WWSB · Nvidia expands Toyota AI partnership for smart cities, factories - The Business Times News · The Business Times · EU countries back cross-border tests for autonomous trucks - Trans.INFO News · Trans.INFO · Hyundai Mobis to strengthen partnerships to build automotive chip ecosystem - Yonhap News Agency News · Yonhap News Agency · MobilTech to Build Virtual Test Platform for Military Autonomous Vehicles With ADD - Seoul Economic Daily News · Seoul Economic Daily · Method and apparatus for decision generation of underwater remotely operated vehicles in communication-constrained scenarios Patent · Kunlun Digital Technology, China National Petroleum ·

Legal actions

Waymo recalls nearly 3,800 robotaxis after software flaw allowed vehicles to drive into floodwater - 11Alive.com News · 11Alive.com · Autonomous Vehicles and the Infrastructure of the World Trade Law News · doi.org · IP Consideration for Autonomous Vehicle Technology Startups and S News · natlawreview.com · Rivian owners file lawsuit alleging false promises on self-driving features | TechCrunch News · techcrunch.com · US opens probe into Tesla self-certification of Cybercab robotaxis | Reuters News · www.reuters.com ·

New to this radar

Air and Spray Pattern Characterization of Multi-Fan Autonomous Unmanned Ground Vehicle Sprayer Adapted for Modern Orchard Systems Paper · Washington State University · A Multi-Terminal Hybrid Intelligent Inspection and Task Scheduling Method and System Based on Air-Ground-Human Collaboration Patent · Zhejiang University of Technology · A method, apparatus, equipment, and storage medium for scheduling water environment monitoring tasks. Patent · China National Environmental Monitoring Centre · A method and system for detecting and counting green litchi in orchards based on UAV vision. Patent · South China Agricultural University · A multi-vehicle collaborative operation scheduling system for underground loader Patent · Changsha Shimatemai Technology, Norinmining, Tongling Non-ferrous Metals Group · Mobile platform-based multimodal human-machine interaction system for construction machinery, control methods for construction machinery, and related equipment. Patent · Hong Kong Center for Construction Robotics · ASV management system, autonomous vessel, communication method and program Patent · Umiaile · Authenticated self-delivery and energy-aware dispatch for renting autonomous service robots Patent · Samara Aldahwi · A mission model-driven simulation method for command and control of unmanned swarms Patent · China Ship Development And Design Centre · Dual-arm humanoid robot based on physical artificial intelligence and method for controlling the same Patent · Cha Robotics, Charo Robotics · Cloud-based collaborative intelligent unmanned aerial vehicle (UAV) hangar system and its control method Patent · Zhejiang Top Cloud-agri Technology · Method and apparatus for decision generation of underwater remotely operated vehicles in communication-constrained scenarios Patent · China National Petroleum, Kunlun Digital Technology ·

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