RSRM: Reinforcement Symbolic Regression Machine

RSRM: Reinforcement Symbolic Regression Machine

24 May 2023

Yang Liu

Papers citing "RSRM: Reinforcement Symbolic Regression Machine"

9 / 9 papers shown

Title
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length Zihan Yu Jingtao Ding Yong Li 126 2 0 06 Nov 2024
End-to-end symbolic regression with transformers Pierre-Alexandre Kamienny Stéphane dÁscoli Guillaume Lample Franccois Charton 71 173 0 22 Apr 2022
Symbolic Regression via Neural-Guided Genetic Programming Population Seeding T. Nathan Mundhenk Mikel Landajuela Ruben Glatt Claudio Santiago Daniel Faissol Brenden K. Petersen 70 91 0 29 Oct 2021
SymbolicGPT: A Generative Transformer Model for Symbolic Regression Mojtaba Valipour Bowen You Maysum Panju A. Ghodsi 36 93 0 27 Jun 2021
Physics-informed Spline Learning for Nonlinear Dynamics Discovery Fangzheng Sun Yang Liu Hao Sun AI4CE 34 28 0 05 May 2021
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity S. Udrescu A. Tan Jiahai Feng Orisvaldo Neto Tailin Wu Max Tegmark 50 189 0 18 Jun 2020
Physics-informed learning of governing equations from scarce data Zhao Chen Yang Liu Hao Sun PINN AI4CE 49 390 0 05 May 2020
Learning Equations for Extrapolation and Control Subham S. Sahoo Christoph H. Lampert Georg Martius 38 233 0 19 Jun 2018
Extrapolation and learning equations Georg Martius Christoph H. Lampert 38 156 0 10 Oct 2016