GTC ON-DEMAND

 
SEARCH SESSIONS
SEARCH SESSIONS

Search All
 
Refine Results:
 
Year(s)

SOCIAL MEDIA

EMAIL SUBSCRIPTION

 
 

GTC ON-DEMAND

Advanced AI Learning Techniques
Presentation
Media
Disrupting Logistics and Optimization with AI
Abstract:

In this talk, you will get a detailed yet accessible look at how AI is disrupting logistics. Firms have for years been using classical optimization algorithms to make decisions such as how to deliver goods to multiple clients in a city, place packages in a warehouse or route orders. Such algorithms are often built on heuristics which experts have designed to get reasonable solutions quickly. Recent advances in Deep Learning and Reinforcement learning are however making it possible to build AI systems that tackle these optimization problems from scratch. Through constant learning, a modern AI system can match and even beat existing optimization algorithms, or deliver faster solutions thanks to GPU parallel processing. Companies can now leverage these advances into significant efficiency gains for their operations.

 
Topics:
Advanced AI Learning Techniques, Performance Optimization, AI Startup, Inventory, Supply Chain & Logistics
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8432
Streaming:
Share: