Talks
presentation
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Behavioural Cloning based RL Agents for District Energy Management
Sharath Kumar, Arvind Easwaran, Remy Rigo-Mariani, Benoit Delinchant
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Deep Reinforcement Learning-based SOH-aware Battery Management for DER Aggregation
Shotaro Nonaka, Daichi Watari, Ittetsu Taniguchi, Takao Onoye
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B2RL: An open-source dataset for building batch reinforcement learning
Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong
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ComfortLearn: Enabling agent-based occupant-centric building controls
Matias Quintana, Zoltan Nagy, Federico Tartarini, Stefano Schiavon, Clayton Miller
discussion
keynote
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Keynote: Opportunities and Challenges of Building Energy Management using Advanced Building Controls