×
Reset Filters
Close
Close
Agenda

Event menu

Scroll top

A Code-Driven introduction to Reinforcement Learning

11:25 - 12:10 (GMT+02:00)
04 November 2021
Keynote
Add to calendar 11/04/2021 11:25 11/04/2021 12:10 Europe/Bucharest A Code-Driven introduction to Reinforcement Learning - DevCon Live 2021

Speakers:
Dr. Phil Winder, CEO @Winder Research

Click here to view more details about this session.
Online contact@catalyst.ro aKyOfPFEVzRHclXpWmTW75232

This session has ended. Feel free to explore other areas of the event platform.

Reinforcement learning (RL) is lined up to become the hottest new artificial intelligence paradigm in the next few years. Building upon machine learning, reinforcement learning has the potential to automate strategic-level thinking in industry.

In this presentation I present a code-driven introduction to RL, where you will explore a fundamental framework called the Markov decision process (MDP) and learn how to build an RL algorithm to solve it.

First I show you how to create a simple “GridWorld” simulation of the MDP, from the ground up, to help demonstrate why and how RL works. Then I derive a simple RL algorithm that’s capable of solving your simulation. Finally I will provide actionable next steps to show you how to take this learning and apply it to industry.

This presentation includes a Jupyter notebook that you can tinker with during the presentation. Full instructions will be provided. Although this presentation is suitable for beginners, you will benefit if you have some exposure to data science and machine learning.

Bogdan Raduta
Bogdan Raduta
Chief Innovation Officer
ENSO Artificial Intelligence


Moderator @ Data, AI & Machine Learning



Bogdan Raduta' sessions:

02:00 - 02:00 (GMT1)
Jan 01, 1970
Panel
Add to calendar 01/01/1970 02:00 01/01/1970 02:00 a 1 - DevCon Live 2021 1

Click here to view more details about this session.
Online contact@catalyst.ro aKyOfPFEVzRHclXpWmTW75232

1

1


Dr. Phil Winder
Dr. Phil Winder
CEO
Winder Research


Dr. Phil Winder



Dr. Phil Winder' sessions:

10:40 - 10:50 (GMT)
Nov 04, 2021
Keynote
Add to calendar 11/04/2021 10:40 11/04/2021 10:50 Intro Speech powered by Moderator - DevCon Live 2021

Speakers:
Bogdan Raduta, Chief Innovation Officer @ENSO Artificial Intelligence

Click here to view more details about this session.
Online contact@catalyst.ro aKyOfPFEVzRHclXpWmTW75232


10:40 - 10:50 (GMT+02:00)
04 November 2021
Keynote
10:50 - 11:20 (GMT+02:00)
04 November 2021
Keynote
Watching
A Code-Driven introduction to Reinforcement Learning
11:25 - 12:10 (GMT+02:00)
04 November 2021
Keynote
12:15 - 12:45 (GMT+02:00)
04 November 2021
Panel
13:00 - 14:00 (GMT+02:00)
04 November 2021
Break
14:00 - 14:45 (GMT+02:00)
04 November 2021
Keynote
14:50 - 15:20 (GMT+02:00)
04 November 2021
Keynote
16:15 - 16:45 (GMT+02:00)
04 November 2021
Keynote
16:50 - 17:20 (GMT+02:00)
04 November 2021
Keynote
17:25 - 18:10 (GMT+02:00)
04 November 2021
Keynote