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The Robot Report

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Outrider uses reinforcement learning to speed path planning by tenfold

  • Outrider Technologies Inc. has deployed reinforcement learning (RL) techniques to maximize freight throughput at customer sites.
  • With RL, Outrider's path-planning speed has increased by 10x, allowing for more efficient and safer movement of freight through busy distribution yards.
  • The AI-driven capabilities of Outrider complemented by redundant safety mechanisms, enabling automation of manual tasks in logistics yards for improved efficiency and safety.
  • Using RL, Outrider has created models that reinforce desired behaviors and discourage undesirable behaviors, ensuring compliance with traffic rules and safe distances from other vehicles.

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