Omey Mohan Manyar

Preference-Conditioned Reinforcement Learning for Space-Time Efficient Online 3D Bin Packing

Robotic bin packing is widely deployed in warehouse automation, with current systems achieving robust performance through heuristic and learning-based strategies. These systems must balance compact placement with rapid execution, where selecting alternative items or reorienting them can improve spac…