Economizer Optimization with Reinforcement Learning: An Industry Perspective

Author:

Cui Jiaron1ORCID,Yap Wei Yih2ORCID,Prosper Charles3ORCID,Balaji Bharathan1ORCID,Chen Jake4ORCID

Affiliation:

1. Amazon, United States of America

2. Amazon, Singapore

3. Amazon, Australia

4. Amazon, USA

Publisher

ACM

Reference8 articles.

1. Brick

2. Zodiac

3. Greg Brockman , Vicki Cheung , Ludwig Pettersson , Jonas Schneider , John Schulman , Jie Tang , and Wojciech Zaremba . 2016. Openai gym. arXiv preprint arXiv:1606.01540 ( 2016 ). Greg Brockman, Vicki Cheung, Ludwig Pettersson, Jonas Schneider, John Schulman, Jie Tang, and Wojciech Zaremba. 2016. Openai gym. arXiv preprint arXiv:1606.01540 (2016).

4. An Online Reinforcement Learning Method for Multi-Zone Ventilation Control With Pre-Training

5. Tuomas Haarnoja , Aurick Zhou , Pieter Abbeel , and Sergey Levine . 2018 . Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor . In International conference on machine learning. PMLR , 1861–1870. Tuomas Haarnoja, Aurick Zhou, Pieter Abbeel, and Sergey Levine. 2018. Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor. In International conference on machine learning. PMLR, 1861–1870.

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