3 papers
cs.RO2026
Safe and Steerable Geometric Motion Policies for Robotic Dexterous Manipulation
Albert Wu, Riccardo Bonalli, Thomas Lew +1
Robotic dexterous manipulation requires continuously reconciling objectives and constraints defined on heterogeneous geometric spaces: a robot controlled on a config…
cs.RO2026
Boundary Sampling to Learn Predictive Safety Filters via Pontryagin's Maximum Principle
James Dallas, Thomas Lew, John Talbot +3
Safety filters provide a practical approach for enforcing safety constraints in autonomous systems. While learning-based tools scale to high-dimensional systems, their performance…
math.OC2026
Convex Hulls of Reachable Sets
Thomas Lew, Riccardo Bonalli, Marco Pavone
We study the convex hulls of reachable sets of nonlinear systems with bounded disturbances and uncertain initial conditions. Reachable sets play a critical role in control, but rem…