1 citations · 1 across the 3 of their papers we have counts for
3 papers
cond-mat.soft2022
Dynamically writing coupled memories using a reinforcement learning agent, meeting physical bounds
Théo Jules, Laura Michel, Adèle Douin +1
Traditional memory writing operations proceed one bit at a time, where e.g. an individual magnetic domain is force-flipped by a localized external field. One way to increase materi…
cs.LG2022
KnitCity: a machine learning-based, game-theoretical framework for prediction assessment and seismic risk policy design
Adèle Douin, J. P. Bruneton, Frédéric Lechenault
Knitted fabric exhibits avalanche-like events when deformed: by analogy with eathquakes, we are interested in predicting these "knitquakes". However, as in most analogous seismic m…
cs.NE2019★ 1 cited
Exploration and Exploitation in Symbolic Regression using Quality-Diversity and Evolutionary Strategies Algorithms
J. -P. Bruneton, L. Cazenille, A. Douin +1
By combining Genetic Programming, MAP-Elites and Covariance Matrix Adaptation Evolution Strategy, we demonstrate very high success rates in Symbolic Regression problems. MAP-Elites…