RLEM Workshop 2023

Document

Room

Rooms

Talks in this room:
Sunday
 8:00 ! Live

Introduction

Zoltan Nagy

 8:10 ! Live

Deploying Reinforcement Learning for Energy Management at Scale

Bharathan Balaji

 8:10 ! Live

Economizer Optimization with Reinforcement Learning: An Industry Perspective

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

 8:40 ! 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

 8:55 ! Live

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

Matic Pokorn, Mihael Mohorčič, Andrej Čampa, Jernej Hribar

 9:10 ! Live

Break

 9:20 ! Live

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

John Sipple

 9:50 ! Live

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

Judah Goldfeder, John Sipple

 10:5 ! Live

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

David Wölfle, Samed Voßberg, Hartmut Schmeck

 10:20 ! Live

Break

 10:30 ! Live

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

Kingsley Nweye

 10:30 ! Live

Introduction to the BOPTEST Framework for Testing and Benchmarking Advanced Controllers

Javier Arroyo, David Blum, Kyle Benne