Minglun Wei

Celebi's Choice: Causality-Guided Skill Optimisation for Granular Manipulation via Differentiable Simulation

Robotic soil manipulation is essential for automated farming, particularly in excavation and levelling tasks. However, the nonlinear dynamics of granular materials challenge traditional control methods, limiting stability and efficiency. We propose Celebi, a causality-enhanced optimisation method th