Optimize transportation booking procedures for a New Normal
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Languages • November 2020
Optimize transportation booking procedures for a New Normal
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Language
Italian
Level
Beginner
Length
34 minutes
Type
online conference
About
Optimize transportation booking procedures for a New Normal
About
In these hard times where it is necessary to re-think everyday habits, an ally comes to aid: Machine Learning. In this talk we'll explore how reinforcement learning (RL) can be used to solve problem of allocating passengers on a bus in an optimal way, taking into consideration social distancing rules. After briefly explaining what RL is and how it works, we'll start from scratch with Python which will be used to set up the simulation with its own rules; we'll experiment with two approaches using neural networks combined with state-of-the-art RL algorithms, build charts to monitor results.
About speakers
About speakers
Valerio Riva
Software DeveloperIBM
At IBM I play everyday with Node & React developing cognitive PoC powered by IBM Watson Cognitive services. You can meet me at workshops events with clients or as tutor in hackatons. I was also a web/game developer.
Guglielmo Sanchini
IBM Cloud Data ScientistIBM
Hi, my name is Guglielmo and I come from Milan, Italy. After graduating in Mathematics, I have chosen to learn how to work with data attending Bologna Business School Master in Data Science, which provided me with the necessary knowledge and skills that landed me my dream job at IBM. I love to solve real-world problems using Python and all the tools available in the data science world, and I am very eager to learn new things everyday.
Details
Language
Italian
Level
Beginner
Length
34 minutes
Type
online conference