RL Summit

Event Type
Rl-Summit-Tutorial

RL Summit

[Tutorial] RL for recommender systems - from Contextual Bandits to SlateQ and Offline RL with Ray RLlib

Hands-on tutorial on RL and RLlib for building recommendation systems. ---

03 . 29 . 2022   |   08:00 PM (UTC)Watch video
RL-Summit-Siemens

RL Summit

Reinforcement learning in the physical world

Siemens Technology talk about RL use cases that impact real lives - from washing machines to gas-powered turbines. ---

03 . 29 . 2022   |   06:15 PM (UTC)Watch replay
RL-Summit-Dow

RL Summit

AlphaDow: Leveraging Ray’s ecosystem to train and deploy an RL industrial production scheduling agent

Adam Kelloway from Dow talks about AlphaDow, an RL-based industrial production scheduling agent. ---

03 . 29 . 2022   |   05:45 PM (UTC)Watch replay
RL-Summit-JP-Morgan

RL Summit

Reinforcement learning-based simulation of markets

Sumitra Ganesh from J.P. Morgan talks about using RL for agent-based simulation of markets. ---

03 . 29 . 2022   |   04:30 PM (UTC)Watch replay
RL-Summit-RiotGames

RL Summit

Deep reinforcement learning at Riot Games

Ben Kasper from Riot Games talks about using RL to help game designers improve game balance.

03 . 29 . 2022   |   04:00 PM (UTC)Watch replay
RL-Summit-Opening Keynote

RL Summit

Keynote - Offline reinforcement learning

Opening Keynote on Offline RL by Sergey Levine. ---

03 . 29 . 2022   |   04:00 PM (UTC)Watch replay