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GTC ON-DEMAND

Inventory, Supply Chain & Logistics
Presentation
Media
Solving Logistics Problems with Deep RL
Abstract:
We'll provide detailed look at how AI innovation is impacting logistics, with in-depth case studies such as loading packages in containers. To make decisions, companies rely on classical algorithms that search for an acceptable solution in a large space. These algorithms rely on arbitrary heuristics to simplify the search space. We'll discuss a novel method that improves performance by removing the need for such human-made simplifications. Our GPU-Powered approach is driven by first principles and constant learning,. We'll explain it in an intuitive, step-by-step manner, and describe how firms can take advantage of these developments to capture efficiency gains and increase their competitiveness.
 
Topics:
Inventory, Supply Chain & Logistics, Advanced AI Learning Techniques, Performance Optimization
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9865
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