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Robotics coverage relating to navigation.

84 selected reportsLast 30 days 65 recordsAll coverage 312 records

updated

Signal archive — Page 4

2026-10-16Fri61–80 records
  1. arXiv Robotics — research abstracts75

    X-Fly: Learning to Reach and Stop in Full-Chunk Aerial Vision-Language Navigation

    This research presents X-Fly, a staged training framework for full-chunk aerial vision-language navigation. By executing complete predicted action chunks before replanning, the method reduces model inference time from 195 ms to 42 ms per waypoint and improves recovery from non-expert states. The approach combines Recovery DAgger labeling with Flow-GRPO refinement to jointly optimize a chunked flow controller and a Bernoulli STOP policy. On the OpenFly test-seen dataset, X-Fly achieves a 74.18% success rate compared to 16.45% for full-chunk behavior cloning and 32.04% for DreamFly.

2026-10-15Thu
  1. arXiv Robotics — research abstracts75

    $S^3$-Nav: Structured Spatial-Semantic Decision Making for Language-Guided Robot Navigation

    This research introduces $S^3$-Nav, a framework combining online mapping, persistent object-relation memory, and goal-conditioned navigation for robots operating under partial observability. Using RGB-D inputs and SLAM, the system maintains a structured state of object records and confirmed relations without needing a pre-existing map. A goal-conditioned evidence interface selects relevant information to guide high-level decisions on exploration, approach, and stopping. The framework validates provisional policy decisions against persistent memory and geometric evidence before execution. Evaluations across multiple environments demonstrate improved closed-loop navigation reliability and reduced language-model token consumption when using capacity-controlled evidence exposure.

2026-10-14Wed
  1. Tech Xplore — Robotics72

    AI drone outpaces former world champions using one camera and no GPS

    Researchers at Delft University of Technology developed an AI system that allows a racing drone to navigate at extreme speeds using only a single camera and an IMU, outperforming former world champion human pilots. The system uses reinforcement learning and direct motor control to achieve high-speed navigation without GPS, with potential applications in various autonomous robotic systems.

  2. arXiv Robotics — research abstracts78

    CylindTrack: Depth-Aware Cylindrical Motion Modeling for Panoramic Multi-Object Tracking in Mobile Robots

    CylindTrack is a depth-aware cylindrical tracking-by-detection framework for panoramic multi-object tracking in mobile robots. It addresses coordinate discontinuities and depth estimation fluctuations by jointly modeling panoramic topology and temporal depth consistency. The framework improves identity consistency and trajectory continuity, achieving HOTA scores of 33.67 and 31.12, and IDF1 scores of 40.45 and 34.33 on QuadTrack and JRDB datasets, respectively. It runs at 28.56 and 21.34 frames per second on an NVIDIA GeForce RTX 3090 GPU.

  3. arXiv Robotics — research abstracts82

    ASENA: Self-evolving Agents for Embodied Navigation

    This paper introduces ASENA, an embodied agent system that enables general-purpose coding agents to program humanoid navigation, manipulation, and interaction. ASENA-VLN, a 4B monocular navigation policy, achieves state-of-the-art success rates on R2R and RxR benchmarks. Integration with coding agents improves success rates and reduces execution time, while persistent workspace evolution enhances performance through simulator feedback.

2026-10-08Thu
  1. Robotics — Chinese web discovery68

    From Exhibition to Production Line: 2026 Marks a Critical Window for Humanoid Robot Scene Implementation

    In 2026, humanoid robots are transitioning from technology demonstrations to actual procurement in industries such as injection molding, 3C manufacturing, automotive, and healthcare. The article discusses the evolving criteria for procurement, including performance, cost efficiency, and supplier reliability. It highlights specific applications and case studies from companies like Topseed, UBTech, and others, and mentions industry events such as the 2026 World Robotics Conference.

2026-10-07Wed
  1. Chinese robotics — Hardware and sensing68

    Chinese Robotics — Hardware and Sensing

    The article covers a wide range of robotics and embodied AI developments, including product launches, industry events, and technological advancements. It highlights key players such as Agility Robotics, Figure AI, and others, showcasing their latest innovations in humanoid robots, industrial applications, and AI integration. The content also includes major funding rounds, new product releases, and real-world deployment examples across various sectors.

  2. Chinese robotics — Deployment discovery68

    Factory Renovation Robots, Robots Redefine Factory Standards

    The article explores how industrial robots are continuously optimized and adjusted in real production environments to meet factories' demands for continuous operation, high precision, and task completeness. Through the failure analysis of Figure 02 in the BMW factory, improvements to the UBTech Walker S1 and S2, and the deployment of Agility Digit in warehouses, the article demonstrates how robots adapt their design, endurance, and task execution capabilities to specific workstation requirements. The article emphasizes that factories not only define the functional boundaries of robots but also determine their technical priorities and product iteration directions.

  3. MIT — Robotics85

    Planning system ensures a robot’s flight path will remain collision-free

    MIT researchers have developed a new autonomous navigation system called SANDO that guarantees collision-free flight for UAVs in dynamic, unknown environments. The system uses a time-sensitive safety corridor and mathematical proofs to ensure safety, even when obstacles are moving unpredictably. SANDO has been tested in simulations and real-world flights, successfully avoiding collisions in all scenarios.

2026-10-06Tue
  1. Chinese robotics — Dataset and collection discovery68

    Embodied-AI-Guide: A Comprehensive Tutorial for Embodied Intelligence

    The Embodied-AI-Guide is a detailed tutorial and resource hub for understanding and practicing embodied intelligence. It covers foundational concepts, practical implementation with RoboTwin 2.0, and insights into the field's research and development. The guide is structured to help users build a solid understanding of the domain, from data collection to algorithmic design and evaluation, with a focus on real-world deployment and simulation-based learning.

2026-10-05Mon
  1. NVIDIA — Robotics model repository updates75

    NVIDIA releases G1-Factory-GR00T-1.7 policy for Unitree G1 humanoid

    NVIDIA released G1-Factory-GR00T-1.7, a GR00T N1.7 vision-language-action policy fine-tuned on nine simulation tasks for the Unitree G1 humanoid robot. The model takes head-camera images and joint states to predict whole-body actions and serves as a baseline for reinforcement learning post-training. It is available under the NVIDIA Open Model License for commercial and non-commercial use, with evaluation results reported only in simulation.

  2. Chinese robotics — Hardware and sensing68

    IROS 2026 Field Observations: Long-Term Tasks, Failure Recovery, World Models

    The IROS 2026 conference highlights a shift towards long-term tasks, failure recovery, and world modeling in robotics. The event showcases advancements in perception, planning, and control, with a focus on real-world applications and standardized testing. The integration of tactile and force feedback, along with data collection tools, reflects a growing emphasis on embodied intelligence and simulation-to-reality transitions.

  3. High-tech Robotics — WeChat78

    Half a Year of Winning Millions in Orders, Shipyard Production Scheduled Until 2030: Shipbuilding Welding Robots Enter the 'Golden Age'?

    The article discusses the surge in welding robot orders in the shipbuilding industry, driven by the need for automation and efficiency. It highlights the growth of the market, key players like Fao Robot and Zhongxun Technology, and the technological advancements in AI-driven systems and collaborative robots. The text also addresses challenges in complex welding scenarios and the importance of adaptability and reliability in robotic solutions.

  4. Chinese robotics — Deployment discovery82

    China (Shanghai) Free Trade Zone: Humanoid Robots Accelerate 'Onboarding', Pudong's Embodied Intelligence Industry Ecosystem Booms with Energy

    Pudong is accelerating the formation of an embodied intelligence industry ecosystem, driving the deployment of humanoid robots in commercial, public services, and rehabilitation medical scenarios. Companies such as Zhiyuan, Furuiyi, and Mifeng Technology have showcased multiple robot products and data platforms, promoting embodied intelligence technology from laboratories to large-scale applications.

2026-10-01Thu
  1. Tech Xplore — Robotics68

    New robot falls like a maple seed then sails like a boat once it hits water

    Researchers at Singapore University of Technology and Design (SUTD) have developed ALBATROSS, a nature-inspired robotic platform that falls like a maple seed during its autorotating descent and then sails autonomously on water using wind energy. The system uses rigid wingsails for both slowing its fall and powering its movement, enabling it to reach remote waters quickly and monitor environmental conditions for extended periods.

2026-09-30Wed
  1. Tech Xplore — Robotics72

    Soccer-playing humanoid robots score a major robotics goal for coordination

    Researchers at Tsinghua University have developed a new control system for humanoid robots that enables coordinated soccer-playing behavior using onboard vision. The system was tested on a real robot and achieved an 80-90% success rate in scoring goals from the front half of the field, with a 64% reduction in response time compared to a rule-based system. The study was published in Science Robotics and demonstrates a significant advancement in embodied AI and robot coordination.

2026-09-24Thu
  1. Carnegie Mellon Robotics Institute — News82

    LAMP Helps Robots Find a Way Through

    Carnegie Mellon University researchers have developed LAMP, a system that allows multiple robots to work together to move objects through crowded spaces. LAMP combines learned models with search-based planning to enable efficient navigation and coordination, with successful testing in complex environments and a demonstration at the 2026 IROS conference.

2026-09-16Wed
  1. ETH Zurich — Robotics research news82

    Robotic help in high-risk twin pregnancies

    Researchers at ETH Zurich have developed a robotic platform with a magnetically controllable endoscope to improve the safety and precision of fetal surgery for twin pregnancies with shared placentas. The system uses magnetic fields to bend the endoscope, enabling better access to blood vessels, and combines panoramic imaging with real-time navigation. The technology has been tested in an animal model and is now being refined for human clinical use.

2026-09-09Wed
  1. New Atlas — Robotics72

    Will a cyborg cockroach paramedic save your life in the future?

    Researchers at the University of Queensland and the University of New South Wales have developed 'paraborgs'—cyborg cockroaches equipped with drug-delivery systems for search-and-rescue missions. These insects can navigate through rubble, locate survivors, and administer medication using remote control and spring-loaded needles. While the technology shows promise with high success rates in tests using silicone and pig skin, human trials have not yet been conducted.

2026-08-27Thu
  1. Michigan Robotics — Research news68

    Michigan Robotics at IROS 2026 in Pittsburgh

    Michigan Robotics is participating in the 2026 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) in Pittsburgh, presenting research on topics such as robotic leg prostheses, tensegrity robotics, and soft robot control. The event includes workshops, papers, and opportunities for networking and exploring Pittsburgh.

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