Astribot Research

Research

Astribot publishes SmoothRL online-learning results on S1 - 2026-08-30 - Research Publication - Training separates committed, executed and discarded actions so policy gradients use only actions the robot physically executes. After 250 rollout episodes, success reached 94% for tossing, 83% for pen capping and 90% for… - source: arxiv.org
Astribot publishes Lumo-2 world-action model research - 2026-07-13 - Research Publication - The report introduces a latent world-action model that reasons over world dynamics in latent space before generating robot actions. Astribot says Lumo-2 improves over Lumo-1 through predictive latent dynamics, progressive… - source: astribot.com
Astribot publishes Lumo-1 research paper on embodied reasoning and robotic control - 2025-12-09 - Research Publication - Astribot researchers published the Lumo-1 paper describing a generalist vision-language-action model that unifies robot reasoning with robot action. The paper details a three-stage training pipeline spanning embodied… - source: arxiv.org

Physical AI capital moves — 12–18 October 2026 - 2026-10-18 - Funding, acquisitions, strategic investments and public-market milestones across robotics, autonomous systems and the technologies that enable them.
Astribot raises RMB1B at RMB15B valuation following T1 robot launch - 2026-10-13 - The Shenzhen company secures new capital for AI models, commercialisation and manufacturing after introducing its lower-cost T1 platform.
Astribot is the latest Chinese unicorn - 2026-06-03 - Astribot completed a Series B after unveiling T1, a lower-cost robot starting at RMB 89,900.
Robotics developments — 23–30 May 2026 - 2026-05-30 - Company developments across robotics, humanoid production, deployments, supply chains and robot learning.