Articles tagged with "home-automation"
US firm unveils small humanoid robot butler for household chores
Fauna, a New York-based robotics startup, has unveiled Sprout, a compact humanoid robot designed specifically for operation in everyday human environments such as homes, schools, offices, and service spaces. Unlike traditional industrial robots adapted for public use, Sprout is built from the ground up with safety, interaction, and accessibility as priorities. Standing 3.5 feet tall, it features a lightweight, soft exterior with quiet actuation and avoids sharp edges, enabling safe close physical proximity without safety cages. Its simple one-degree-of-freedom grippers support basic tasks like fetching objects and hand-offs, while the robot is engineered to fall, crawl, and recover without damage. Sprout also incorporates an expressive face to facilitate intuitive, nonverbal human-robot communication. Sprout is positioned as a developer-centric platform, offering whole-body behaviors such as walking, kneeling, crawling, compliant physical interaction, and fall recovery, alongside core capabilities like teleoperation, mapping, navigation, and expressive interaction primitives
robothumanoid-robotservice-robothuman-robot-interactionrobotics-platformhome-automationrobot-safetyNLR & Blip Energy Collaborate on Smart Home Battery System - CleanTechnica
Chicago startup Blip Energy is advancing its smart home battery and energy management platform, blipOne, through the 14th cohort of the Wells Fargo Innovation Incubator (IN2), hosted at the National Laboratory of the Rockies (NLR). Selected alongside two other companies, Blip received $200,000 in nondilutive funding and technical support from NLR to rigorously assess the performance and market potential of blipOne. The device is a compact, self-install battery that plugs into standard outlets beside high-load home appliances to shift electricity use from peak to off-peak hours, reducing electric bills and easing grid strain. BlipOne’s technology enables energy arbitrage by charging when electricity is cheapest and discharging during peak demand periods, potentially saving users up to $300 annually. NLR’s mechanical engineer Ravi Kishore is conducting case studies to evaluate blipOne’s effectiveness across different building types and regions, with a focus on scaling beyond single-family homes to multifamily and commercial buildings.
energysmart-batteryenergy-managementgrid-reliabilityenergy-efficiencyhome-automationpeak-energy-demandPhotos: World’s first two-legged robot vacuum can climb stairs to clean split-level homes
Roborock has unveiled the Saros Rover at CES 2026, the world’s first two-legged robot vacuum designed to climb stairs and clean split-level homes. Unlike traditional low-profile robot vacuums, the Saros Rover features a unique wheeled-leg architecture with two independently motorized legs that enable it to stand, balance, and walk. This innovation addresses the common limitation of robot vacuums being restricted to single-floor operation by allowing the device to ascend and descend stairs step-by-step, including complex architectural features like spiral staircases and carpeted edges, without requiring users to set no-go zones. The Saros Rover uses motion detectors to create real-time 3D spatial maps, enabling it to predict terrain changes and adjust its leg extension for stable navigation across different floor heights. It operates in two mobility modes: rolling on wheels for flat surfaces to conserve energy, and switching to leg-based movement when encountering obstacles such as door thresholds or ramps. Demonstrations showed the robot climbing five stairs in
robotroboticsrobot-vacuumhome-automationlegged-robotCES-2026smart-cleaningWhy smart homes need to think in spaces, not gadgets
The article discusses the evolution and challenges of smart home technology, emphasizing that the initial promise of effortless automation has been undermined by complexity and fragmentation. Early smart homes focused on making individual devices intelligent—such as voice-controlled lights or learning thermostats—but as more gadgets were added, the experience became disjointed, with multiple apps and unreliable automations. The core issue identified is the lack of system-level intelligence that understands the home as a dynamic living environment, where context, routines, and spatial relationships matter more than isolated device commands. To address this, the article highlights Tuya Smart’s approach, which shifts the focus from individual devices to creating intelligence embedded in physical spaces. Tuya Smart offers a cloud platform that integrates AI with a broad ecosystem of devices, overcoming fragmentation by enabling coordinated behavior across rooms and scenarios. Central to this system is Hey Tuya, an AI life assistant designed not just for command-based interaction but to sense environments, learn user habits, and proactively manage devices in a contextual, space
IoTsmart-homeartificial-intelligencehome-automationconnected-devicesAI-assistantTuya-SmartCES 2026: 5 gadgets that seem ridiculous until you actually see them
CES 2026 showcased several unconventional gadgets that blend novelty with innovative technology. One standout is the Lollipop Star, an $8.99 single-use lollipop that plays music using bone-conduction technology. Developed by Lava Tech Brands, it transmits sound vibrations through the jawbone directly to the inner ear, offering a unique sensory experience. Although the audio quality is modest, the product pairs exclusive music tracks with flavored lollipops, introducing consumers to bone conduction in an unexpected format. Another notable innovation is the Roborock Saros Rover, a vacuum cleaner equipped with articulating legs that enable it to climb stairs, addressing a common household challenge. Moving in frog-like motions, it can clean carpeted and spiral stairs, albeit slowly, opening a new market niche for multi-story home cleaning. Additionally, the C200 Ultrasonic Chef Knife uses ultrasonic vibrations to reduce cutting effort by up to 50%, allowing for precise, effortless slicing and preventing food from sticking to the blade. Made with high
robotroboticsvacuum-cleanerhome-automationCES-2026innovative-gadgetsstair-climbing-robotNarwal adds AI to its vacuum cleaners to monitor pets and find jewelry
Narwal has introduced its new flagship robot vacuum, the Flow 2, which incorporates advanced AI and dual 1080p RGB cameras with a wide 136-degree field of view to map spaces and recognize an unlimited variety of objects. The vacuum processes object identification locally and, if needed, sends data to the cloud for further analysis. It features three specialized modes: pet care mode for cleaning pet zones and monitoring pets with two-way audio; baby care mode, which operates quietly near cribs and alerts users to misplaced toys; and AI floor tag mode, which detects valuable items like jewelry, avoids them, and sends alerts. The Flow 2 offers four cleaning modes tailored to different types of dirt and can autonomously return to its base to wash its mop, then re-mop areas if necessary. Its design supports higher hot water temperatures for improved cleaning efficacy. Alongside the Flow 2, Narwal unveiled a handheld vacuum, the U50, weighing 1.41 kg, featuring UV-C
robotAIsmart-vacuumhome-automationpet-monitoringobject-recognitionIoT-devicesLG shows AI in action for homes, cars, data centers at CES 2026
At CES 2026, LG Electronics unveiled its “AI in Action” strategy, emphasizing practical AI applications that actively manage tasks across homes, vehicles, and commercial spaces. Central to this vision is the Zero Labor Home concept, featuring the LG CLOiD™ robot designed to reduce both physical and mental household burdens by performing chores like adjusting air conditioning, folding laundry, and organizing dishes. LG’s CEO Lyu Jae-cheol highlighted the company’s goal to extend AI beyond screens into real-life environments, leveraging three pillars: excellence in device technology, a connected ecosystem, and AI-driven solutions that integrate seamlessly into daily life. LG showcased several flagship products supporting this AI-driven future, including the ultra-thin LG OLED evo W6 Wallpaper TV with enhanced brightness and color accuracy, and updated LG SIGNATURE appliances such as a refrigerator that understands conversational language and an oven range using Gourmet AI to suggest recipes. The CLOiD robot, with its advanced dexterity and adaptive learning, exemplifies LG’s ambition
robotIoTAIsmart-homeLG-ElectronicsCES-2026home-automationLG’s humanoid robot debuts at CES 2026 with cooking and laundry demos
LG Electronics unveiled its humanoid robot, LG CLOiD™, at CES 2026, showcasing its AI-powered capabilities designed to realize the company’s “Zero Labor Home” vision. The robot integrates seamlessly with LG’s smart home ecosystem, including the ThinQ platform and ThinQ ON hub, enabling it to control and coordinate various home appliances. Demonstrations at the event highlighted CLOiD’s ability to perform household tasks such as retrieving milk and preparing breakfast, as well as managing laundry cycles, including folding and stacking clothes, illustrating its understanding of human lifestyles and precise appliance operation. Physically, LG CLOiD features a torso, head, and two articulated arms with seven degrees of freedom each, mounted on a wheeled base for autonomous navigation. Its design allows flexible, human-like movements and stable mobility, with a low center of gravity to prevent tipping. The robot’s head functions as an AI hub, equipped with cameras, sensors, a display, speaker, and voice-based generative AI to
robothumanoid-robotAI-powered-robotsmart-homeLG-CLOiDhome-automationCES-2026Sauron, the high-end home security startup for “super premium” customers, plucks a new CEO out of Sonos
Sauron is a high-end home security startup founded in 2024 by Kevin Hartz and Jack Abraham, motivated by their personal frustrations with existing security systems. The company raised $18 million from notable investors including executives from Flock Safety, Palantir, and defense tech firms. Sauron aims to offer a sophisticated security solution combining AI-driven intelligence, advanced sensors such as LiDAR and thermal imaging, and 24/7 human monitoring by former military and law enforcement personnel. Initially planning to launch in early 2025, the company remains in development with a revised product release timeline now projected for late 2026 or later. Recently appointed CEO Maxime “Max” Bouvat-Merlin, formerly of Sonos, is focused on defining key product components and strategy, including sensor selection and the deterrence system’s operation. He draws parallels between Sauron and Sonos in targeting affluent customers, relying on word-of-mouth growth, and integrating complex hardware with advanced software.
IoTsmart-home-securityAI-driven-sensorsLiDAR-technologythermal-imaginghome-automationsecurity-startupsElevate your home bar with these mixology gadgets
The article highlights several innovative gadgets designed to enhance the home bartending experience by combining convenience, technology, and creativity. The Bartesian Cocktail Maker ($349) is a robotic bartender that prepares cocktails in about 30 seconds using spirit reservoirs and cocktail capsules, allowing users to customize drink strength via a touchscreen. For beer enthusiasts, the iGulu ($549) offers an automated brewing system that works with pre-packaged ingredient kits to brew beer, cider, kombucha, and more, with app connectivity to monitor fermentation and adjust conditions. Other notable devices include the Barsys Smart Coaster ($69), which helps users pour precise cocktail ingredients by lighting up during the process and syncing with a recipe app, ideal for beginners aiming to avoid overpouring. The Smokpub Electric Smoker ($55) adds a smoky flavor to cocktails and whiskey, enhancing presentation and taste. Lastly, the SipVault Smart Liquor Dispenser ($55.95) provides consistent, spill-free pouring, making it a practical tool for
robotIoTsmart-deviceshome-automationmixology-gadgetssmart-bartendingbeverage-technologyAmazon’s new Alexa+ feature adds conversational AI to Ring doorbells
Amazon has introduced a new feature called Greetings to its Alexa+ service, integrating conversational AI with Ring doorbells. This feature allows users to manage interactions at their door more dynamically, such as directing delivery personnel on where to leave packages, politely declining salespeople, or letting friends and family leave messages when the homeowner is unavailable. Greetings uses Ring’s video descriptions to analyze visitors’ apparel, actions, and items they carry to tailor responses accordingly, without identifying individuals by name. The feature supports specific instructions, like guiding delivery workers to water or snacks or asking them about return times if a signature is required. It also handles interactions with sales representatives and service vendors based on user-set preferences. However, there are potential risks of misidentification—for example, if a friend arrives wearing a delivery uniform, the system might mistakenly treat them as a delivery person. Greetings is compatible with certain Ring Wired Doorbell models, requires the Ring Premium Plan with video descriptions enabled, and is currently rolling out to Alexa+ Early Access users
IoTsmart-homeAlexaRing-doorbellconversational-AIhome-automationfacial-recognitionAmazon’s Ring rolls out controversial, AI-powered facial recognition feature to video doorbells
Amazon has introduced a new AI-powered facial recognition feature called “Familiar Faces” for its Ring video doorbells in the United States. This feature allows users to create a catalog of up to 50 faces—such as family, friends, neighbors, and delivery personnel—and receive personalized notifications when these individuals approach their door. Users must opt in to enable the feature and can manage face labels, edit or delete them, and control alerts on a per-face basis. Amazon asserts that face data is encrypted, unnamed faces are deleted after 30 days, and biometric data is processed in the cloud without being used to train AI models. Despite these privacy assurances, the rollout has sparked significant concerns from consumer protection groups and privacy advocates. Amazon’s history of sharing Ring footage with law enforcement, past security lapses exposing user data, and partnerships with surveillance technology firms have fueled skepticism about the safety and ethical implications of the feature. Critics warn that the system’s potential for misuse and data exposure warrants caution, recommending users avoid
IoTsmart-homefacial-recognitionAI-securityAmazon-Ringprivacy-concernshome-automationTeleop, not autonomy, is the path for 1X’s Neo humanoid
1X Technologies’ NEO humanoid robot boasts an impressive design and strong teleoperation capabilities but currently falls short of achieving full autonomy, especially in complex household tasks like laundry or cleaning. Such chores remain beyond reach due to the unpredictable, cluttered, and highly variable nature of home environments, which pose significant challenges for robots—particularly humanoids with legs. While humanoid robots are beginning to find practical applications in structured industrial settings, the home remains a difficult environment for autonomous operation. Demonstrations of NEO’s abilities are limited to scripted, partial tasks rather than reliable, end-to-end autonomous performance. The article argues that instead of focusing solely on autonomy, 1X should leverage teleoperation as a practical and transformative path forward. By positioning NEO as a remotely operated platform, humans could provide the cognitive control while the robot acts as a physical proxy, enabling services like remote cleaning or eldercare. Although teleoperation raises privacy concerns due to cameras and sensors in private spaces, transparency, operator anonymity,
robothumanoid-robotteleoperationremote-controlhome-automationrobotics-technologyprivacy-concernsVideo: New household humanoid robot trained on 10 million chores unveiled in US
Sunday, a Mountain View startup founded by Stanford-trained roboticists Tony Zhao and Cheng Chi, has unveiled Memo, a household robot designed to assist with everyday chores by learning directly from real-world domestic behavior. Unlike many home robots trained in controlled lab settings or industrial environments, Memo’s development is grounded in an extensive dataset collected from over 500 households using Sunday’s patented Skill Capture Glove. This wearable device recorded nearly 10 million episodes of actual household routines, enabling Memo to perform complex, multi-step tasks such as clearing tables, running dishwashers, folding laundry, sorting shoes, and brewing espresso—activities that typically challenge robots trained only in structured environments. Memo’s design emphasizes stability and approachability over humanoid realism. It features a wheeled base for mobility and balance, a central column that adjusts torso height, two arms, and a soft, silicone-clad exterior with a retro-futuristic look reminiscent of Baymax from Big Hero 6. This design prioritizes safety and blending into home
robothousehold-robothumanoid-robotAI-roboticshome-automationrobotic-choreswearable-data-collectionNEO humanoid designed for household use, available for preorder - The Robot Report
1X Technologies AS has opened pre-orders for its NEO humanoid robot, designed specifically for household use, with deliveries expected in 2026. The company shifted its focus exclusively to the in-home consumer market in August 2024, aiming to automate everyday chores and provide personalized assistance to help users save time. NEO is built with user-friendly, intuitive features and prioritizes safety through its patented Tendon Drive actuation system, which enables compliant and secure movements around people. The robot’s hardware builds on earlier models, NEO Gamma and NEO Beta, emphasizing safe operation in domestic environments. NEO incorporates advanced AI capabilities, including speech recognition via its “Audio Intelligence” interface, allowing it to respond appropriately to verbal commands. It also uses “Visual Intelligence” for contextual awareness, such as recognizing kitchen ingredients to suggest recipes, and has memory functions to maintain conversational continuity and adapt over time. The robot can assist with tasks like scheduling, reminders, grocery lists, and language learning progress. Import
robothumanoid-robothome-automationartificial-intelligenceroboticsspeech-recognitionconsumer-technologyWatch: NEO humanoid robot does your chores and learns new skills
The article introduces NEO, a humanoid robot developed by robotics firm 1X, designed to automate household chores and provide personal assistance. Weighing 66 pounds and operating quietly at 22 decibels, NEO can fold laundry, tidy rooms, open doors, fetch items, and switch off lights. It features a patented Tendon Drive system with high-torque density motors, enabling natural and gentle movements safe for home environments. NEO is equipped with advanced AI, including a built-in large language model (LLM) for conversational interaction, Audio and Visual Intelligence for contextual awareness, and Memory to retain information across interactions, making it a learning companion that adapts over time. NEO’s core functionality centers on its Chores feature, allowing users to assign and schedule tasks via voice or app commands. For unfamiliar tasks, users can connect with 1X Experts to train the robot, enhancing its capabilities. The robot supports Wi-Fi, Bluetooth, and 5G connectivity and includes
robothumanoid-robotAI-assistanthome-automationroboticssmart-homemachine-learningUpcoming 'Yogi' humanoid robot to focus on human connections
Cartwheel Robotics is developing a humanoid robot named Yogi, designed primarily to foster genuine human connections and serve as a friendly, emotionally intelligent companion in homes and workplaces. Unlike many other robotics firms focusing on factory automation—such as Tesla’s Optimus robot—Cartwheel emphasizes natural movement, safety, and approachability. Yogi is constructed with medical-grade silicone and soft protective materials, features modular swappable batteries for extended operation, and incorporates precision-engineered actuators with overload protection. The robot aims to assist with light household tasks while maintaining intuitive and reliable interactions, reflecting Cartwheel’s goal to integrate humanoid AI into everyday life by enhancing how people live, work, and care for one another. Humanoid Global Holdings Corp., Cartwheel’s parent investment company, highlighted that Yogi is built on a proprietary full-stack humanoid platform combining custom hardware, AI models, motion systems, and software. Cartwheel is expanding operations with a new facility in Reno, Nevada, set to open in January
robothumanoid-robotAIhome-automationrobotics-technologyhuman-robot-interactionbattery-technologyGoogle reveals its Gemini-powered smart home lineup and AI strategy
Google has unveiled a refreshed lineup of smart home devices powered by its new AI assistant, Gemini AI, including updated Nest Cam Outdoor, Nest Cam Indoor, and Nest Doorbell models. The company also previewed an upgraded Google Home smart speaker expected in spring 2026 and announced a partnership with Walmart to offer affordable AI-enabled cameras and doorbells under the onn brand. Google’s strategy emphasizes making Gemini accessible not only through its own flagship hardware but also by enabling other manufacturers to integrate Gemini into their devices, similar to how Android operates across various smartphone brands and price points. To maximize reach, Google plans to first roll out Gemini features to existing devices with sufficient processing power, leveraging its ecosystem of over 800 million devices connected via Google Home Cloud-to-Cloud Plus. This phased approach allows Google to test and refine Gemini’s capabilities before launching on new flagship products. Additionally, Google is providing partners with a comprehensive toolkit—including reference hardware designs, SoC recommendations, and an embedded camera SDK—to facilitate the development of
IoTsmart-homeAI-assistantGoogle-Geminiconnected-devicessmart-camerashome-automationNeura Robotics Says Consumer Robots Coming Soon
Neura Robotics demonstrated their 4NE1 robot, which is capable of sorting laundry, at the IFA 2025 event. This showcase highlights the company's advancements in robotic technology aimed at household tasks. Beyond this specific product, Neura Robotics has announced plans to introduce consumer-affordable robots in the near future, signaling their intent to make robotic assistance more accessible for everyday users. The company's presentation at IFA 2025 underscores a broader vision of integrating robots into daily life, moving beyond industrial or specialized applications toward practical home use. While details on the upcoming consumer robots remain limited, Neura Robotics' announcement suggests a forthcoming expansion in the availability and functionality of personal robotics.
robotconsumer-robotsrobotics-technologyNeura-Roboticshome-automationIFA-2025laundry-robotPhotos: DJI unveils first robot vacuum cleaner with drone-like power
DJI, renowned for its drones, has entered the home cleaning market with the launch of Romo, its first robot vacuum cleaner, unveiled on August 6, 2025, in China. The Romo series includes three models—S, A, and P—priced between $650 and $950, aiming to redefine smart home cleaning by leveraging DJI’s advanced vision and navigation technologies. Unlike typical robot vacuums that use a top-mounted LiDAR, Romo employs two front-facing fisheye cameras and three wide-angle laser modules to detect obstacles as small as 2 millimeters, enabling precise navigation around cables, pet toys, and other small objects. Its AI-driven mapping system stores detailed floor plans locally for privacy and adapts in real-time to obstacles like furniture or pet messes, ensuring efficient cleaning without collisions. The Romo boasts powerful 25,000Pa suction, dual roller brushes to prevent hair tangling, and extendable side arms for edge cleaning. It intelligently adjusts
robotrobot-vacuumsmart-homeAI-navigationDJIcleaning-technologyhome-automationPetLibro’s new smart camera uses AI to describe your pet’s movements, and it’s adorable
PetLibro has launched Scout, an AI-powered smart pet camera designed to provide real-time insights into pets’ activities and behaviors. Similar to other pet cameras, Scout offers real-time monitoring, two-way audio, and remote control of the camera’s movements, with an added feature of automatic pet tracking. What distinguishes Scout is its advanced AI pet recognition technology, which tracks specific activities such as eating, drinking, litter box use, and movement, while capturing surprise selfies and daily highlight clips stored in the cloud for up to 30 days. The camera can recognize and track multiple pets separately, currently supporting individual profiles for two pets, with plans to improve its dynamic recognition system over time. Scout also offers charming, descriptive notifications of pet behavior, enhancing the user experience with personalized updates. The device supports sharing access with up to five family members or friends and is priced at $100, with AI features available through subscription plans starting at $12 per month. Compared to competitors like Furbo, which costs $210 and
IoTsmart-cameraAIpet-monitoringpet-recognitioncloud-storagehome-automationRing cameras and doorbells now use AI to provide specific descriptions of motion activity
Amazon-owned Ring has introduced a new AI-powered feature for its doorbells and cameras that provides users with specific, text-based descriptions of motion activity detected on their property. Instead of vague alerts, users will receive detailed notifications such as “A person is walking up the steps with a black dog” or “Two individuals are looking into a white car parked in the driveway,” allowing for quicker and more informed responses. This feature currently describes only the first few seconds of motion-activated video clips and is being rolled out as an English-only beta for Ring Home Premium subscribers in the U.S. and Canada, with an option to disable it via the Ring app settings. Ring’s founder and Amazon VP of home security, Jamie Siminoff, revealed plans for further AI enhancements, including combining multiple motion events into a single alert and introducing customizable anomaly alerts that notify users based on personalized definitions of unusual activity. The system will also learn users’ routines to better detect and report irregular events. While these advancements offer promising new
IoTsmart-homeAIsecurity-camerasmotion-detectionhome-automationRing-devicesOver a million people now have access to the gen-AI powered Alexa+
Amazon has expanded access to its upgraded digital assistant, Alexa+, which is powered by generative AI, reaching over one million users through a phased invite-only rollout. The service is currently in Early Access and not publicly available, with invitations sent to customers who signed up to test it initially. Alexa+ offers more natural, conversational interactions, enhanced smart home integration, and personalized experiences by remembering user preferences. During Early Access, the service is free, and it will remain free for Prime members after launch, while non-Prime users will pay $19.99 per month. Alexa+ aims to revitalize Amazon’s voice assistant by incorporating generative AI capabilities that allow users to interact more flexibly and intuitively. Users can issue natural language commands, create routines, search Ring camera footage, and receive AI-generated content such as email summaries, bedtime stories, quizzes, travel itineraries, and smart home activity summaries. The assistant also supports transactional actions like booking reservations or buying tickets, with initial partnerships including OpenTable
IoTsmart-homeAlexagenerative-AIvoice-assistantsmart-thermostathome-automation1X's NEO humanoid gains autonomy with new Redwood AI model
1X Technologies has unveiled Redwood, a new AI model designed to enhance the autonomy of its NEO humanoid robot for home environments. Redwood enables NEO to perform tasks such as laundry, answering doors, and navigating familiar spaces by leveraging real-world training data collected from 1X’s EVE and NEO robots. Key capabilities include generalization to handle task variations and unfamiliar objects, learned behaviors like hand selection and retrying failed grasps, and advanced whole-body, multi-contact manipulation that allows coordinated locomotion and manipulation, including bracing and leaning during tasks. Redwood supports mobile bi-manual manipulation, enabling NEO to move and manipulate objects simultaneously, and operates efficiently on NEO’s onboard embedded GPU. The system also integrates with an off-board language model for real-time voice control, interpreting user intent from speech and conversational context. At the 2025 NVIDIA GTC event, 1X showcased NEO in a nearly continuous teleoperated demo, highlighting Redwood’s potential as one of the first end-to-end mobile manipulation AI systems specifically designed for biped humanoid robots. Eric Jang, VP of AI at 1X, emphasized the model’s role in scaling robotic assistance for household chores. Additionally, CEO Berndt Børnich discussed the broader mission of addressing labor shortages with robotics, the challenges of designing safe and compliant home robots, regulatory hurdles, and societal perceptions of humanoid robots.
robothumanoid-robotartificial-intelligencemobile-manipulationrobotics-AIhome-automationembedded-GPU