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Reinforcement learning on systems of record

  • Surpluses
  • Reinforcement learning on systems of record

Challenge

  • Optimizing decision-making in complex, dynamic environments using the example of logistics warehouse control
  • Sensitivity analysis / increasing the transparency of an AI using the example of a trained reinforcement learning agent

Solution

  • Department store simulator used as a basis for training an AI
  • Generic reinforcement learning algorithms learn desired behavior (e.g., maximizing job throughput) through interaction with the simulator

Benefit

  • Optimization of goods handling in a warehouse
  • Support of employees in dispatching

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Dragan, Sunjka

Dragan Sunjka

Lead IT Consultant Automotive & Manufacturing

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