Exploration and Exploitation in Symbolic Regression using Quality-Diversity and Evolutionary Strategies Algorithms

no code implementations • 10 Jun 2019 • J. -P. Bruneton, L. Cazenille, A. Douin, V. Reverdy

By combining Genetic Programming, MAP-Elites and Covariance Matrix Adaptation Evolution Strategy, we demonstrate very high success rates in Symbolic Regression problems.

regression Symbolic Regression

Automated Analysis of Behavioural Variability and Filial Imprinting of Chicks (G. gallus), using Autonomous Robots

no code implementations • 7 Sep 2015 • A. Gribovskiy, F. Mondada, J. L. Deneubourg, L. Cazenille, N. Bredeche, J. Halloy

To understand those effects on group behaviour, we develop a quantitative methodology based on automated ethograms and autonomous robots to study the inter-individual variability among social animals.