4 papers
GRACE: A Unified 2D Multi-Robot Path Planning Simulator & Benchmark for Grid, Roadmap, And Continuous Environments
Chuanlong Zang, Anna Mannucci, Isabelle Barz +3
Advancing Multi-Agent Pathfinding (MAPF) and Multi-Robot Motion Planning (MRMP) requires platforms that enable transparent, reproducible comparisons across modeling choices. Existi…
How to Model Your Crazyflie Brushless
Alexander Gräfe, Christoph Scherer, Wolfgang Hönig +1
The Crazyflie quadcopter is widely recognized as a leading platform for nano-quadcopter research. In early 2025, the Crazyflie Brushless was introduced, featuring brushless motors…
ORN-CBF: Learning Observation-conditioned Residual Neural Control Barrier Functions via Hypernetworks
Bojan Derajić, Sebastian Bernhard, Wolfgang Hönig
Control barrier functions (CBFs) have been demonstrated as an effective method for safety-critical control of autonomous systems. Although CBFs are simple to deploy, their design r…
Residual Neural Terminal Constraint for MPC-based Collision Avoidance in Dynamic Environments
Bojan Derajić, Mohamed-Khalil Bouzidi, Sebastian Bernhard +1
In this paper, we propose a hybrid MPC local planner that uses a learning-based approximation of a time-varying safe set, derived from local observations and applied as the MPC ter…