Projects

Selected research and engineering projects in robotics, world models, and artificial intelligence.

WorldSample real-robot reinforcement learning framework overview
Robot Learning 2026

WorldSample

Closed-loop Real-robot RL with World Modelling

A physically grounded world-model augmentation framework for online real-robot reinforcement learning. It turns scarce physical rollouts into useful synthetic experience while keeping real interaction at the center of learning.

  • Real-robot RL
  • World Models
  • Data Augmentation
View project