building energy management 1constrained reinforcement learning 1heat pump control 1safety constraints 1simulation 1
From the 1 of 2 linked papers with an AI index.
2 papers
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…
cs.CE2026
Fitting Reinforcement Learning Model to Behavioral Data under Bandits
Hao Zhu, Jasper Hoffmann, Baohe Zhang +1
We consider the problem of fitting a reinforcement learning (RL) model to some given behavioral data under a multi-armed bandit environment. These models have received much attenti…