RLEM Workshop 2023

Document

Program

The workshop will be held on November 12, 2023 and times are with respect to Pacific Time. See here for start time for other time zones.

# Room
8:00 ! Live

Introduction

Zoltan Nagy

:5
:10 ! Live

Deploying Reinforcement Learning for Energy Management at Scale

Bharathan Balaji

! Live

Economizer Optimization with Reinforcement Learning: An Industry Perspective

Jiaron Cui, Bharathan Balaji, Jake Chen, Charles Prosper, Wei Yih Yap

:15
:20
:25
:30
:35
:40 ! Live

Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households

Gargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert Claessens, Chris Develder

:45
:50
:55 ! Live

Smart Home Energy Cost Minimisation Using Energy Trading with Deep Reinforcement Learning

Matic Pokorn, Mihael Mohorčič, Andrej Čampa, Jernej Hribar

9:00
:5
:10 ! Live

Break

:15
:20 ! Live

Is the Agent better than the Baseline? Google's Experiment Design for deploying Optimal Control on Smart Buildings

John Sipple

:25
:30
:35
:40
:45
:50 ! Live

A Lightweight Calibrated Simulation Enabling Efficient Offline Learning for Optimal Control of Real Buildings

Judah Goldfeder, John Sipple

:55
10:00
:5 ! Live

TBMEnv - An Environment to Assess the Accuracy of Thermal Building Models under Realistic Conditions

David Wölfle, Samed Voßberg, Hartmut Schmeck

:10
:15
:20 ! Live

Break

:25
:30 ! Live

CityLearn: A Tutorial on Reinforcement Learning Control for Grid-Interactive Efficient Buildings and Communities

Kingsley Nweye

! Live

Introduction to the BOPTEST Framework for Testing and Benchmarking Advanced Controllers

Javier Arroyo, David Blum, Kyle Benne

:35
:40
:45
:50
:55
11:00
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12:00
:5
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13:00
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