OpenTalks.AI - Сергей Свиридов, RL - обзор текущего применения в бизнесе

Ad8ae7af280edaecb09bd73a551b5e5f?s=47 OpenTalks.AI
February 21, 2020

OpenTalks.AI - Сергей Свиридов, RL - обзор текущего применения в бизнесе

Ad8ae7af280edaecb09bd73a551b5e5f?s=128

OpenTalks.AI

February 21, 2020
Tweet

Transcript

  1. 2.

    | 2 Sergey Sviridov Head of R&D @ Zyfra Lecturer

    @ HSE Co-founder @ OpenDataScience Email: sergey.sviridov@zyfra.com Telegram: @sergeysviridov
  2. 7.

    | 7 Social Network Engagement and Experience https:/ /www.nytimes.com/2020/01/29/technology/warehouse-robot.html •

    Sending notifications • Improving M suggestions in Messenger • Optimizing streaming video bit rates
  3. 10.

    | 10 Optimize siphonic roof drainage system https:/ /jaxenter.com/reinforcement-learning-2-161473.html •

    ~94% of building can be equipped using heuristics and machine learning • The rest is a challenge and lucrative contacts
  4. 11.

    | 11 Ride-hailing Order Dispatching https:/ /www.youtube.com/watch?v=1jF41-RHVq8 • Demand and

    supply is stochastic • Need to match on-the- fly • Optimize for total driver income, fulfillment rate, response rate, pick-up distance
  5. 12.

    | 12 And a lot more • Machine translation •

    Text summarization • Recommendation systems • Collection process • Networks optimization • Web-crowling • Neural Architecture Search • etc.
  6. 13.

    | 13 Drop us a message 00240, Helsinki Pasilankatu 2

    +358 942 72 50 25 info@zyfra.com Zyfra.com Zyfra.ai Mdc-plus.com Zyframining.com Moscow, Russia 119071, Leninskyi avenue, 15А +7 (495) 665-91-31 Almaty, Kazakhstan 050060, Al-Farabi avenue, 99, office 50 +7 (727) 229-69-60 Lima, Peru Av. Primavera, № 607, Int. 501 Chacarilla del Estanque, San Borja +51 (01) 680 2609 add. 01 Casablanca, Morocco 140 Boulevard Zerktouni +212 5 22 42 17 44 Mumbai, India +91 98192 33759