Physical Intelligence publishes RLT research on efficient online RL for precise robot manipulation

Mar 19, 2026 · Research Publication · Physical Intelligence · Foundation Models

Physical Intelligence company media
Company media · Physical Intelligence
  • Physical Intelligence published RLT, an online reinforcement-learning method for precise robot manipulation.
  • The work focuses on improving task performance efficiently through real-world policy updates.

Physical Intelligence develops foundation models and learning algorithms for robots and other physically actuated systems. Its π-series models are designed to generalize across robot embodiments, tasks, and environments using robot data, language instructions, vision-language-action training, reinforcement learning, and multimodal context conditioning.