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Astribot papers on robot self-improvement, world models and always-on agents accepted at CoRL 2026 - RobotHOT

Astribot papers on robot self-improvement, world models and always-on agents accepted at CoRL 2026

Astribot, an embodied AI company, said three papers co-authored with universities including the University of Hong Kong and the University of Tokyo have been accepted at the 10th Conference on Robot Learning (CoRL 2026), being held in Austin, Texas, from Nov. 9 to 12. The papers address autonomous improvement during real-world deployment, predictive action generation based on latent world models, and perception, memory and dual-arm coordination in long-running online operation — three capabilities the company says general-purpose robots need to work reliably over time. In MobiAgent: Dual-Loop Recursive Policy Self-Improvement for Long-Horizon Mobile Manipulation, Astribot proposes a dual-loop agent framework for long-horizon mobile manipulation. During deployment, a vision-language model handles rolling task planning, skill-specific action experts execute operations, and a...

Embodied AI

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  • UBTech wins 88.9 mln yuan Shaoxing robot education project

    UBTech, known as China's "first listed humanoid robot company," has won a bid for a Shaoxing embodied intelligence industry-education integration center project, according to a disclosure by Zhejiang Enterprise Procurement Information Service Network. The winning bid was 88.892378 million yuan ($12.3 million). The procurement covers primary and intermediate education humanoid robots, building-block robot teaching kits, modular mobile chassis robot kits and robot controllers, among other items.

  • Ant Lingbo releases tactile foundation model LingBot-Touch

    Ant Lingbo Technology released LingBot-Touch, a tactile foundation model pretrained on nearly 5,000 hours of real tactile data. It converts magnetic, vision-based and piezoresistive signals into a unified representation for dexterous hands and action models, adding touch sensing for fine manipulation. The model and code are open-sourced on Hugging Face, GitHub and ModelScope.

  • Anthropic withdraws pricing details from IPO filing sent to bankers

    Anthropic sent bankers working on its initial public offering a filing that included pricing information, then withdrew those details, according to the document and a subsequent email. The filing initially said the company planned to offer about 867 million shares at $70 to $80 apiece. Anthropic later said in an email that the pricing information was inaccurate and that it would update the filing later.

  • ACE ROBOTICS deploys dual-brain architecture in hotel laundry

    ACE ROBOTICS said it has deployed its dual-brain collaborative architecture in a hotel laundry scenario for the first time, with embodied recursive self-improvement (RSI) enabling continuous skill evolution. The deployment brings together world models, general-purpose models and embodied RSI.

  • Musk says Tesla Optimus deliveries to start around end-2027, possibly via rental

    Tesla CEO Elon Musk said Optimus humanoid robots will begin deliveries around the end of 2027, and that the initial model could be rented rather than sold. Musk said the initial cost per robot may be similar to an electric vehicle, at about $30,000, before falling to around $20,000.

  • Swancor warns shares overheated after 100% rally; robot business still small

    Swancor issued a risk warning on its stock trading, saying its shares have risen more than 100% recently and that the short-term gain is excessive, posing a risk of overheating. The company said revenue from its consumer-grade embodied intelligent robot business accounts for a relatively low share of total revenue, and it cannot yet predict the impact on its 2026 revenue and profitability.

  • Swancor’s Primebot rolls out 10,000th personal robot

    Primebot, a unit of Swancor Advanced Materials, saw its 10,000th personal robot roll off the production line on Nov. 8, reaching 10,000-unit scale mass production after its 5,000th unit came off the line on Oct. 25, completing the jump from 5,000 to 10,000 cumulative units in 14 days.

  • Topstar launches humanoid robot Star at global open day

    Topstar Technology held a global open day and launched its humanoid robot Star, which stands 172 cm tall, weighs 72 kg and has a dual-arm payload of 10 kg. Its 7-axis humanoid arms and cross-axis wrists are designed to replicate human working postures and fit existing factory production lines, the company said. Topstar also unveiled the S400, a five-axis machining special machine for humanoid robots, and precision component solutions for AI servers.
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