Alpha Robotics released a Halloween greeting, wishing that the night be full of candy, surprises, and a little robotic magic. The content did not disclose specific robot models, features, or deployment information.
After dark, something spooky is brewing…🌙🎃 A knock at the door, a handful of candy, and a few familiar faces hidden behind scary costumes. Definitely no plans to call it a night just yet! Happy Halloween, little troublemakers! Go ahead and scare away tonight!👻 #EnergizeLab #Eilik #Eiliko
KAIST and other institutions are developing biomimetic robotic animals such as robot beetles and robot ants to solve practical problems including rescue and detection. A cyborg cockroach at Nanyang Technological University in Singapore carries a microcomputer, gas sensors, and an infrared thermal camera, and is remote-controlled via electrode pulses; a single roach can survey about 100 square meters of rubble, but a full survey of a building would require about 500 roaches and 500 operators. A robot ant at Stanford University can carry a payload 2,000 times its own mass, grips using a gecko-inspired foot design, and requires wired power in industrial settings due to its high energy consumption.
JingShuo Technology, a wholly owned subsidiary of WeRide, disclosed on October 29 a Pre-A funding round of tens of millions of US dollars, jointly invested by Joy Capital, Hong Kong Science Park, and Sirius Capital; the funds will be used to expand the R&D team and broaden the task types and scenario coverage of its datasets.
In each round, Dijkstra selects the node with the smallest cumulative cost from the source among the nodes not yet finalized and formally finalizes it, then performs relaxation updates on its neighbors; under the premise of non-negative edge weights, this guarantees the globally shortest path. If negative-weight edges exist, a finalized node may be overturned by a cheaper route, so standard Dijkstra no longer guarantees correctness, and algorithms such as Bellman-Ford must be used instead.
Qiyuan Robotics completed production of its 5,000th robot on October 25, taking 35 days since the September 20 launch of the Qiyuan Q1 and Qiyuan T1, with daily capacity rising from more than 10 units to more than 200. The company says it uses a general large model plus a self-developed VLA embodied model, and improves data collection efficiency with HIL-UMI post-training technology and uses the PrimeSim world model for simulation-based inference.
Reddit r/robotics user mavelricks posted a greeting asking for karma and hoping to learn the latest about the subreddit and the robotics industry. The post also complains that the pre-post word-count requirement is inconvenient, saying they only wanted to say the first sentence but were forced to pad the word count.
XSTO Xiaoshentong Innovation is showcasing its X13 series embodied mobile robot, M9 series light off-road electric wheelchair, M4 series smart wheelchair, and EzGo3 carbon fiber electric wheelchair during Phase 3 of the 140th Canton Fair. The X13, which recently won a 2026 G-MARK Design Gold Award, highlights "AI + all-terrain" capabilities, integrating a dynamic self-balancing seat, multi-posture adjustment, and intelligent risk warning; the M4 has already received three major design awards: Germany's iF, Red Dot, and G-MARK. The exhibition runs until November 4 at booth 21.2 B51-58, and customers expressed cooperation intentions on the first day.
X Square Robot will hold the second Embodied Agent Hackathon in Silicon Valley and Shenzhen in November 2026, directly providing APIs for VLA and WAM embodied foundation models, so contestants can develop tasks combining agents and robot hardware without collecting data or fine-tuning models.
A student working on a graduation project wants to recreate the 2015 UW chess-playing robotic arm but cannot find any documentation on the UW website, so they posted asking what actuators the arm uses and what software achieves its smooth, fast movements. The poster believes the arm has a limited range of motion but is still impressive to this day, and hopes to get relevant leads.
Reddit users discuss a paper on a tactile sensor based on mechanochromism, whose authors claim the sensor can capture pressure at fingerprint-level resolution and generate color pressure maps. The poster questions whether robots really need such high tactile resolution, and admits they are not a materials specialist and are unsure how the material actually works.
Using Unitree H1, Isaac Sim 2024.1, IsaacLab, and PPO as its stack, the article walks through a complete sim-to-real pipeline: converting URDF to USD, scene setup, domain randomization configuration, PPO training, ONNX export, and ROS 2 deployment on the real robot.
Simplexity Robotics exhibited its i7 Pro and iX robots along with in-house arm and joint modules and other core hardware at the Sino-German Automotive Technology, Parts and Services zone of IZB 2026, held October 27-29 in Wolfsburg, Germany. The company presented embodied intelligence technology achievements centered on robot motion control, teleoperation and body development. Liu Minqiang, Director-General of the Investment Promotion Agency of the Ministry of Commerce, visited the booth for a tour and exchange.
Daimon Robotics has partnered with the Sea World Culture and Arts Center in Shenzhen to present the "Embodied Artistry" special event, where a robot artist uses touch to iron-dye the colors of blossoms and uses intelligence to continue craftsmanship, appearing at the Shanhua Award exhibition. The event is open from October 30 to November 5, 2026, at the L2 Literature Space of the Sea World Culture and Arts Center in Shenzhen.
On October 29, the 11th "FAIR plus × Guoxian Demo Hub" industry-finance matchmaking event, co-hosted by the Shenzhen Robotics Association and the International Advanced Technology Application and Promotion Center (Shenzhen), concluded, with 6 emerging companies pitching and more than 20 investment institutions participating.
Xuanji Dynamics' Hypertron series quadruped robots won the "High-Rise Fire Rescue Track" championship and first prize in the "Load-Bearing Climbing and Material Transport" category at the 2026 Guangzhou Safety Emergency Rescue Robot Competition. The Hypertron-SW01 is equipped with a self-developed high-torque joint motor module and a multimodal fusion perception system, features IP67 protection, and continued stable motion control, perception, and communication during a 3-minute continuous bake test at 120°C–130°C.
A University of Hong Kong team has open-sourced GenSfM, which uses a native 3D diffusion model to jointly denoise object shape and per-view camera poses within a single multimodal sequence, requiring only 2 to 4 uncalibrated images and no camera intrinsics or extrinsics. Evaluated on Toys4k and GSO, it improves novel-view PSNR by 3.2–4.5 dB over the multi-view baseline TRELLIS-M, reduces median Chamfer distance by about 64%–74%, and achieves pose Acc@5° above 96%.
Why it matters: The work turns a native 3D diffusion model into the main inference mechanism for joint denoising of shape and camera poses, and releases code and models as a reference for sparse-view reconstruction.
The "3D Vision from Beginner to Mastery" Knowledge Planet has built up nearly 9 years of history and gathered 7,000+ members, offering nearly 20 video tutorial series covering industrial 3D vision, SLAM, 3D reconstruction, 3DGS, autonomous driving, drones, and other areas. The community also hosts livestreamed sharing sessions on frontier topics such as embodied intelligence and large models, and provides Q&A, source code, project matchmaking, and internal referral benefits. After joining, members can study via the Knowledge Planet app or the web version with WeChat login.
In a Halloween video, Richtech Robotics had its new member RIVAX join ADAM, Scorpion, Dex, and Matradee Plus in a trick-or-treat appearance, saying it is making new friends. The video gives only the name RIVAX and is teaser in nature; it does not disclose its form, functions, or release timing, and the company says more information will be announced later.
The REEMAN Ironhide robot is used to automate pallet wrapping operations. The original article did not disclose specific specifications such as payload, degrees of freedom, battery life, or success rate, nor did it state whether the operation was performed in simulation, via teleoperation, or autonomously on a physical robot.
Atomrobot is joining the 2026 Tianjin group talent recruitment "fall recruitment" campaign and visiting universities. In September and October it has already visited Tsinghua University, Zhengzhou University, Dalian University of Technology, Northeastern University, Chongqing University, Sichuan University, and Tiangong University, and will subsequently visit Nankai University and Tianjin University. Founded in 2013, the company focuses on parallel robots, high-speed SCARA robots, heavy-load collaborative robots, embodied intelligent robots, and core controllers, among other products. Its parallel robots have ranked first in domestic market share among Chinese independent brands for 6 consecutive years since 2020.
ALVE is an upper-body humanoid robot project made from 3D-printed parts and an aluminum extrusion frame, comprising two multi-joint robotic arms, robotic hands, a movable head, and a supported torso, aimed at makers, robotics enthusiasts, and educators. The project is offered as a digital download; motors, electronics, aluminum extrusions, bearings, and fasteners must be purchased separately, and assembly and operation require mechanical assembly, wiring, and programming. The display images include a physical prototype and digital model views; the poses shown do not imply that autonomous task software is included.
Foundry Robotics announced the completion of an oversubscribed $100 million Series A funding round led by Marlinspike Partners, with participation from new and existing investors including Khosla Ventures and Red Glass Ventures.
Tokio Marine HCC International has partnered with Adrian Flux to launch the UK's first home robot household insurance policy, underwritten by TMHCCI and sold through Adrian Flux's home insurance channel. The policy covers damage to and theft of the robot itself, sudden damage the robot causes to the home or belongings, personal liability if the robot injures someone or damages property, and emergency recovery or safe shutdown after a sudden malfunction. In the US, a home robot is already available for pre-order at $20,000, and the UK expects them to enter homes in 2027.
REEMAN outlines an approach for retrofitting existing stretch wrappers using Ironhide autonomous forklifts: the forklift handles pallet pickup, placement, and warehouse transport, while the stretch wrapper continues to perform packaging, requiring a machine control interface, status feedback, and safety interlocks. In its wireless docking demonstration, pickup alignment deviation was within 2 cm and turntable placement deviation was within 5 cm, with the demonstration process taking about 6 minutes. There is also an Ironhide 3.0 deployment at a factory in Jingmen, Hubei; the two applications are independent of each other, and the data comes from REEMAN application materials and has not been independently verified.
At the 2026 Tencent Global Digital Ecosystem Summit, Tencent disclosed that WorkBuddy has completed 9 billion task requests cumulatively since launching in March this year; its Enterprise Edition has been deployed in over 50 industries, covering 50% of China's Fortune 500 companies and 60% of China's Top 100 companies.
WorldOracle presents a case where the real gripper failed to grasp the fruit, but the generated rollout showed the fruit being picked up, despite the model receiving the same initial observation and recorded actions. When evaluating predictions, check separately whether the robotic arm follows the trajectory and whether the object's final state is correct; for an empty grasp, predicting an empty grasp is the correct answer, while a seemingly successful grasp video may actually be wrong.
Peng Zhihui of Zhiyuan Robotics proposed using Worken (Work + Token) to measure a robot's actual workload, with the formula: number of active robots × autonomous working hours × output efficiency. It counts only time spent genuinely executing tasks and running autonomously, with output compared against a human baseline. The metric draws on cloud computing's usage-based metering approach and is intended to shift the industry's competition from shipment volumes, units off the line, and fleet size toward work actually completed.
Zhuoyide and Tencent Cloud signed a strategic cooperation agreement at the 2026 Tencent Global Digital Ecosystem Summit. The collaboration centers on embodied intelligence edge inference, moving Moya's voice interaction tasks to nearby edge nodes via Tencent Cloud EdgeOne. On-site testing at the summit showed Moya's first-token response was 30% faster and interaction jitter was reduced by 4.6 times, with end-to-end latency dropping from roughly 1–2 seconds to under 1 second. As a result, the Moya body can carry less onboard compute, balancing battery life, safety, and interaction experience through device-edge collaboration.
The REEMAN intelligent pallet wrapping and handling workstation uses an external wireless communication module to link the 1.5-ton payload Ironhide autonomous forklift with a turntable wrapping machine into a continuous process. The module can use I/O, RS485, Ethernet, or CAN interfaces depending on the equipment controller, and the wireless link uses LoRa or Wi-Fi. In the demonstration, pickup alignment deviation was ≤2 cm and drop-off deviation was ≤5 cm; wrapping and film cutting are completed automatically, and the full handling and packaging process takes about 6 minutes.
REEMAN customized the forks on its Titan Mini autonomous forklift for a high-end electronic materials factory in Anhui, enabling it to directly handle the customer's existing wheeled mobile material tank trolleys without additional pallets. The trolley weighs about 275 kg when loaded, the Titan Mini has a rated payload of up to 2,000 kg, the one-way point-to-point transport distance is about 260 m, and it uses LiDAR SLAM navigation; under the current site configuration, a full work cycle takes about 4.5 minutes.
At an electronic materials factory in Jingmen, Hubei, REEMAN Ironhide 3.0 autonomous forklifts complete an integrated process: picking up goods in the production area, passing through two electric doors, handing off to a stretch wrapper, and delivering to the warehouse. The actual load is about 1,300 kg, with a rated load of 1,500 kg. The customer reports about 75 transport cycles per day, about 6.5 minutes per task, and a loaded route of about 270 meters, with support for automatic return to a mobile charging station. The forklift's reference price is about USD 9,900, and integration with doors and the stretch wrapper requires customization based on the site's controller interfaces.
A weekend PoC mounts an old Redmi 9 on a Thymio II using Lego, with the phone running ML Kit face detection (including smile probability) and image annotation, rough lighting/motion estimation, animated expressions, and voice output, while the robot only executes wheel-speed targets and sends back sensor data. Behavior is a small state machine: cruise → back up → turn → observe → stop steadily; when a face is detected it enters a "meet" state and can answer "what do you see." Obstacle-avoidance learning is simple: after a collision it tries turning for 1.2s, 2.4s, or 3.8s, scored by the free-driving time before the next contact.
REEMAN demonstrated a library inventory robot built on the Hot Wheels robot chassis, completing a mobility demo in indoor bookshelf aisles, but did not provide OCR recognition accuracy or inventory results. The chassis uses Laser SLAM and V-SLAM for mapping and localization, combined with lidar, 3D vision, and multi-sensor fusion for obstacle avoidance; published specifications include a 270° laser scanning angle and a maximum detection range of 25 meters.
The team recreated a real self-service tea station as a physically interactive 3D environment in Isaac Sim, placed a Unitree G1 in it, and used a script to execute the five-step tea-making motion. The robot's motions were not extracted from human video; the entire run took place in simulation with physics enabled. The G1 still shows imperfect contact and slipping when interacting with objects, and there is currently no learned policy or automatic trajectory generation. The team is exploring whether such environments can serve as a source of synthetic robot demonstration data, including for robots with different embodiments.
Exin Therapeutics used an Arduino-modified surgical platform to let an AI agent complete a brain injection in a mouse; the agent selected the gene therapy vector and injection coordinates itself, injecting 250 nanoliters of solution within five minutes. A connection interruption caused the Y-axis target position to deviate 34 millimeters from the bench, and the agent refused to retry twice citing calibration issues, so the team ultimately modified the code manually. The craniotomy was still performed by a human, a licensed veterinarian held a physical emergency stop switch on site, and the entity that ultimately performed the surgery was Sonnet 5.
A young Cuban control engineer posted on Reddit seeking opportunities to participate remotely in robotics projects, because sourcing electronic components locally takes about 3 months and is expensive. His experience includes STM32, Arduino, and Intel 8051 microcontrollers, as well as using MATLAB to simulate controllers such as PID and motors.
Lightberry's Lumi has become the first humanoid robot to receive conditional approval from the U.S. government, and it has obtained an FCC exemption from the Covered List, which had originally prohibited the sale of new foreign-made robots in the United States.