Talks

presentation

• 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

  Live

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

  Judah Goldfeder, John Sipple

  Live

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

  David Wölfle, Samed Voßberg, Hartmut Schmeck

  Live

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

  Matic Pokorn, Mihael Mohorčič, Andrej Čampa, Jernej Hribar

  Live

• Economizer Optimization with Reinforcement Learning: An Industry Perspective

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

  Live

keynote

• Deploying Reinforcement Learning for Energy Management at Scale

  Bharathan Balaji

  Live

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

  John Sipple

  Live

tutorial

• 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

  Live

other

• Break

  Live Live

• Closing

  Zoltan Nagy

• Introduction

  Zoltan Nagy

  Live