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cs.RO2026
Filter-Aware Fine-Tuning for Safe Humanoid Whole-Body Tracking
Pranit Mohnot, Christian Helten, Daniele Gammelli +1
Safe whole-body motion is essential for deploying humanoid robots in unstructured environments. Modern humanoid control commonly separates reference specification from execution, w…
cs.RO2026
Constrained Whole-Body Tracking for Humanoid Robots
Daniel Morton, Pranit Mohnot, Marco Pavone
Recent advances in reinforcement learning (RL) have demonstrated impressive whole-body agility for humanoid robots, yet ensuring safety and satisfying constraints -- particularly t…