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c46a20adacbb64f19223 · Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility

Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility

We present the development of a bias compensating reinforcement learning (RL) algorithm that optimizes thermal comfort (by minimizing tracking error) and control utilization (by penalizing setpoint deviations) in a multi-zone heating, ventilation, and air

Официальный источник · 2023-08-01

Полные импортированные сведения карточки
{
  "title_en": "Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility",
  "designation": "",
  "series": "",
  "status": "",
  "date": "2023-08-01",
  "date_original": "August 1, 2023",
  "url": "https://www.nist.gov/publications/development-bias-compensating-q-learning-controller-multi-zone-hvac-facility",
  "source": "NIST Publications",
  "display_en": "",
  "authors_en": "Syed Ali Asad Rizvi, Amanda Pertzborn",
  "abstract_excerpt_en": "We present the development of a bias compensating reinforcement learning (RL) algorithm that optimizes thermal comfort (by minimizing tracking error) and control utilization (by penalizing setpoint deviations) in a multi-zone heating, ventilation, and air",
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      "title_en": "Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility",
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      "authors_en": "Syed Ali Asad Rizvi, Amanda Pertzborn",
      "abstract_excerpt_en": "We present the development of a bias compensating reinforcement learning (RL) algorithm that optimizes thermal comfort (by minimizing tracking error) and control utilization (by penalizing setpoint deviations) in a multi-zone heating, ventilation, and air"
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