Lydia Boudjeloud-Assala

Interactive Reinforcement Learning for Symbolic Regression from Multi-Format Human-Preference Feedbacks

In this work, we propose an interactive platform to perform grammar-guided symbolic regression using a reinforcement learning approach from human-preference feedback. To do so, a reinforcement learning algorithm iteratively generates symbolic expressions, modeled as trajectories constrained by gramm…