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Transload uses existing security cameras in freight terminals to automatically measure LTL freight dimensions, helping carriers improve pricing and trailer utilization without changing workflow.
Introduces a novel shielding framework for robust Markov decision processes (RMDPs) that formally guarantees safety under uncertain transition dynamics, proving soundness and optimality. The approach combines with PAC guarantees for learned models, enabling safe reinforcement learning in unknown environments.