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baseurl: "https://rlem-workshop.net/"
title: "ACM SIGEnergy Workshop on Reinforcement Learning for Energy Management in Buildings & Cities (RLEM)"
canonifyurls: true
theme: "hugo-conference"
GoogleAnalytics: ""
params:
# Conference info
Name: "Second ACM SIGEnergy Workshop on Reinforcement Learning for Energy Management in Buildings & Cities (RLEM)"
Description: "RLEM brings together researchers and industry practitioners for the advancement of (deep) reinforcement learning (RL) in the built environment as it is applied for managing energy in civil infrastructure systems (energy, water, transportation)."
Date: " in November 17th 2021"
#Price: "TBD" # If your event is free, just comment this line
Venue: "Coimbra, Portugal"
Address: "Hybrid"
City: "Coimbra"
# State: "Quintana"
Images: ["/img/badge.jpg"]
GoogleMapsKey: "my-secret-maps-key"
Registeration: "Eventbite"
# Active sections on the website to deactivate comment out with '#'
# you can also change order here and it will reflect on page
Sections:
- about
- important
- cfp
- registration
- program
- speakers
- organization
#- sponsors
#- partners
#- previous
#- contact
# Titles which you can translate to other languages
Titles:
about:
title: "Welcome to RLEM 2021"
abbr: "About"
important:
title: "Important Dates"
cfp:
title: "Call for Papers"
abbr: "CFP"
registration:
title: "Registration"
venue:
title: "Venue"
speakers:
title: "Keynote Speaker"
abbr: "Speaker"
program:
title: "Program"
organization:
title: "Organization"
sponsors:
title: "Sponsors"
partners:
title: "Partners"
# contact: "Contact"
#previous:
# title: "Past RLEM"
# abbr: "Past"
# The Call To Action button at the header,
# If you don't want this, just remove the callToAction property.
CallToAction:
text: "Register now via BuildSys 2021!"
link: "http://buildsys.acm.org/2021/"
# List of Important Days
Important:
- name: "Abstract submission"
date: "September 6, 2021 (AOE)"
done: false
- name: "Paper submission"
date: "September 6, 2021 (AOE)"
done: false
- name: "Notifications"
date: "September 27, 2021 (AOE)"
done: false
- name: "Camera Ready"
date: "October 1, 2021 (AOE)"
done: false
- name: "Workshop date"
date: "November 16, 2021"
done: false
# List of Previous Editions
Previous:
- name: "RLEM 2020"
url: "https://rlem-workshop.net/2020/"
# Fork me on GitHub, if you don't want this, just remove the forkButton property
#ForkButton: repository: "https://github.com/jweslley/hugo-conference/"
# List of Sponsors
Sponsors:
- name: "Hugo"
logo: "/img/hugo.png"
url: "http://gohugo.io"
# List of Partners
Partners:
- name: "Hugo"
logo: "/img/hugo.jpg"
url: "https://gohugo.io"
- name: "BrazilJS"
logo: "/img/partner.png"
url: "http://braziljs.org"
# List of Organization
Organization:
- role: "General"
chair: true
member:
- name: "Zoltan Nagy"
affiliation: "University of Texas at Austin"
- role: "Technical Program Committee"
chair: true
member:
- name: "Jan Drgona"
url: "https://www.pnnl.gov/people/jan-drgona"
affiliation: "Pacific Northwest National Laboratory"
- name: "June Young Park"
url: "http://blog.uta.edu/parkjy/"
affiliation: "University of Texas at Arlington"
- role: "Web"
chair: True
member:
- name: "Matias Quintana"
url: "https://matiasquintana.com/"
affiliation: "National University of Singapore"
- role: "Technical Program Committee"
chair: false
member:
- name: "Anand Krishnan Prakash"
url: "https://eta.lbl.gov/people/anand-krishnan-prakash"
affiliation: "Lawrence Berkeley National Lab"
- name: "Anjukan Kathirgamanathan"
url: "https://anjukan.github.io/about/"
affiliation: "University College Dublin"
- name: "Ankush Chakrabarty"
url: "https://www.merl.com/people/chakrabarty"
affiliation: "MERL - Mitsubishi Electric Research Laboratories"
- name: "Bharathan Balaji"
url: "https://www.amazon.science/author/bharathan-balaji"
affiliation: "Amazon"
- name: "Bratislav Svetozarevic"
url: "https://www.empa.ch/web/svb"
affiliation: "Swiss Federal Laboratories for Materials Science and Technology"
- name: "Giuseppe Pinto"
url: "https://www.denerg.polito.it/en/personale/scheda/(nominativo)/giuseppe-pinto"
affiliation: "Politecnico di Torino"
- name: "Hari Prasanna Das"
url: "http://hariprasanna.com/"
affiliation: "UC Berkeley"
- name: "Helia Zandi"
url: "https://www.ornl.gov/staff-profile/helia-zandi"
affiliation: "Oak Ridge National Laboratory"
- name: "Jose Vazquez-Canteli"
url: "https://www.mapped.com/about-us"
affiliation: "Mapped"
- name: "Kuldeep Kurte"
url: "https://www.ornl.gov/staff-profile/kuldeep-r-kurte"
affiliation: "Oak Ridge National Laboratory"
- name: "Matias Quintana"
url: "https://matiasquintana.com/"
affiliation: "National University of Singapore"
- name: "Ming Jin"
url: "https://ece.vt.edu/people/profile/jinming"
affiliation: "Virginia Tech"
- name: "Omid Ardakanian"
url: "https://webdocs.cs.ualberta.ca/~oardakan/"
affiliation: "University of Alberta"
- name: "Silvio Brandi"
url: "https://www.denerg.polito.it/en/personale/scheda/(nominativo)/silvio.brandi"
affiliation: "Politecnico di Torino"
- name: "Xin Jin"
url: "https://www.nrel.gov/research/staff/xin-jin.html"
affiliation: "National Renewable Energy Laboratory"
- name: "Zhe Wang"
url: "https://buildings.lbl.gov/people/zhe-walter-wang"
affiliation: "Lawrence Berkeley National Lab"
- name: "Zhiang Zhang"
url: "https://www.nottingham.edu.cn/en/Science-Engineering/People/Profile.aspx?id=bddcf982-feb9-4173-bc78-87554ca6657f&language=en-GB"
affiliation: "University of Nottingham Ningbo China"
# The entire program
Program:
- type: "session"
time: "15:00 - 15:20"
name: "Opening remarks, by General Chair and TPC Chairs"
- type: "session"
time: "15:20 - 16:00"
name: "1st Keynote: Helia Zandi (Oak Ridge National Laboratory)"
- type: "date"
date: "Session 1: Addressing challenges of applying RL in real-world buildings"
- type: "session"
time: "16:00 - 16:50"
name: "A. Naug (Vanderbilt University), M. Quinones-Grueiro (Vanderbilt University), G. Biswas (Vanderbilt University) - Sensitivity and Robustness of End-to-end Data-Driven Approach for Building Performance Op-timization"
link:
- type: "session"
name: "M. Biemann (TU Denmark), X. Liu (TU Denmark), Y. Zeng (Northumbria University), L. Huang (Norwegian University of Science and Technology) - Addressing partial observability in reinforcement learning for energy management"
link:
- type: "session"
name: "K. Jneid (Université Grenoble Alpes, LIG), S. Ploix (Grenoble INP), P. Reignier (Université Greno-ble Alpes, LIG), P. Jallon (eLichens) - Deep Q-Network Boosted with External Knowledge for HVAC Control"
link:
- type: "session"
time: "16:50 - 17:00"
name: "Break"
- type: "session"
time: "17:00 - 17:40"
name: "2nd Keynote: Andrey Bernstein (National Renewable Energy Laboratory)"
- type: "session"
time: "17:40 - 18:00"
name: "Community Announcements (CityLearn Challenge Winners, Annex#81, Climate Change AI)"
- type: "date"
date: "Session 2: Benchmarking RL with other controls including other RLs"
- type: "session"
time: "18:00 - 18:50"
name: "K. Kurte (ORNL), K. Amasyali (ORNL), J. Munk(ORNL), H. Zandi (ORNL) - Comparative Analysis of Model-Free and Model-Based HVAC Control for Residential Demand Response"
link:
- type: "session"
name: "J. Jiménez-Raboso (Universidad de Granada), A. Campoy-Nieves (Universidad de Granada), A. Manjavacas-Lucas (Universidad de Granada), J. Gómez-Romero (Universidad de Granada), M. Molina-Solana (Universidadde Granada) - Sinergym: A Building Simulation and Control Framework for Training Reinforcement Learning Agents"
link:
- type: "session"
name: "R. Glatt (LLNL), F. Leno da Silva (LLNL), B. Soper (LLNL), W. A. Dawson (LLNL), E. Rusu (LLNL), R. A. Goldhahn (LLNL) - Collaborative energy demand response with decentralized actor and centralized critic"
link:
- type: "session"
time: "18:50 - 19:00"
name: "Break"
- type: "date"
date: "Session 3: Getting started with RL"
- type: "session"
time: "19:00 - 20:20"
name: "T. Zhang, O. Ardakanian - COBS: COmprehensive Building Simulator"
link: "https://github.com/sustainable-computing/COBS"
- type: "session"
name: "D. Blum, M. Wetter - Tools for the Design and Evaluation of Building Controls: Spawn of EnergyPlus, OpenBuildingControl, and BOPTEST"
link: "https://github.com/ibpsa/project1-boptest"
- type: "session"
name: "T. Marzullo, S. Dey, N. Long, G. Henze - ACTB: Advanced Controls Test Bed"
link: ""
- type: "session"
name: "J. Vazquez-Canteli - CityLearn: Demand response using multi-agent reinforcement learning"
link: "https://sites.google.com/view/citylearnchallenge"
- type: "session"
time: "20:20 - 20:30"
name: "Closing remarks"
# Keynote speaker
Speakers:
- name: "Helia Zandi"
url: "https://www.ornl.gov/staff-profile/helia-zandi"
affiliation: "Oak Ridge National Lab"
photo: "/img/helia_zandi.jpg"
- name: "Andrey Bernstein"
url: "https://www.linkedin.com/in/andrey-bernstein-bba4622/"
affilitation: "National Renewable Energy Laboratory"
photo: "/img/andrey_bernstein.jpg"