works on
building energy management 1constrained reinforcement learning 1heat pump control 1safety constraints 1simulation 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Constrained Reinforcement Learning for Safe Heat Pump Control

Baohe Zhang, Lilli Frison, Thomas Brox +1

The paper introduces a building simulator (I4B) and a constrained Soft Actor-Critic algorithm with a linear smoothed log barrier (CSAC-LB) to safely optimize heat pump operation, b…