A fine-tuned 1B language model, trained on center-of-mass-gated packing sequences, reports 0.67% and 3.3% simulated tipping rates for furniture in SUVs and sedans, far below heuristics that ignore balance.
Heuristics Integrated Deep Reinforcement Learning for Online 3D Bin Packing
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PackingGPT: 3D Packing Agent for Real Furniture in Last-Mile Delivery
A fine-tuned 1B language model, trained on center-of-mass-gated packing sequences, reports 0.67% and 3.3% simulated tipping rates for furniture in SUVs and sedans, far below heuristics that ignore balance.