48 citations · 70 across the 6 of their papers we have counts for
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cs.LG2023
Occupancy Detection Based on Electricity Consumption
Thomas Brilland, Guillaume Matheron, Laetitia Leduc +1
This article presents a new methodology for extracting intervals when a home is vacant from low-frequency electricity consumption data. The approach combines multiple algorithms, i…
cs.LG2019★ 19 cited
The problem with DDPG: understanding failures in deterministic environments with sparse rewards
Guillaume Matheron, Nicolas Perrin, Olivier Sigaud
In environments with continuous state and action spaces, state-of-the-art actor-critic reinforcement learning algorithms can solve very complex problems, yet can also fail in envir…