RLEM Workshop 2022

Document

Room

Rooms

In-person

Room for in-person workshop participants is Mariner.

Virtual

Zoom link for virtual workshop participants will be communicated soon.

Talks in this room:
Friday
 8:00 ! Live

Introduction

Zoltan Nagy

 8:10 ! Live

Architecting a Path Toward Generalized Autonomy: Addressing the Biggest Opportunity in Decarbonization

Troy Harvey

 8:55 ! Live

Break

 9:5 ! Live

Behavioural Cloning based RL Agents for District Energy Management

Sharath Kumar, Arvind Easwaran, Remy Rigo-Mariani, Benoit Delinchant

 9:20 ! Live

Deep Reinforcement Learning-based SOH-aware Battery Management for DER Aggregation

Shotaro Nonaka, Daichi Watari, Ittetsu Taniguchi, Takao Onoye

 9:35 ! Live

Deep Reinforcement Learning with Online Data Augmentation to Improve Sample Efficiency for Intelligent HVAC Control

Kuldeep Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi

 9:50 ! Live

Break

 10:00 ! Live

Keynote: Opportunities and Challenges of Building Energy Management using Advanced Building Controls

Gregor Henze

 10:45 ! Live

B2RL: An open-source dataset for building batch reinforcement learning

Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong

 11:00 ! Live

ComfortLearn: Enabling agent-based occupant-centric building controls

Matias Quintana, Zoltan Nagy, Federico Tartarini, Stefano Schiavon, Clayton Miller

 11:15 ! Live

Break

 11:25 ! Live

Panel Discussion

 12:10 ! Live

Closing

Zoltan Nagy