Interpretable Policies for Reinforcement Learning by Genetic Programming

12 December 2017

Papers citing "Interpretable Policies for Reinforcement Learning by Genetic Programming"

9 / 9 papers shown

Title
SALSA-RL: Stability Analysis in the Latent Space of Actions for Reinforcement Learning Xuyang Li Romit Maulik 75 0 0 21 Feb 2025
EvoGP: A GPU-accelerated Framework for Tree-based Genetic Programming Lishuang Wang Zhihong Wu Kebin Sun Zhuozhao Li Ran Cheng 68 1 0 21 Jan 2025
Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey Chao Yu Xuejing Zheng H. Zhuo OffRL LRM 77 8 0 24 Apr 2023
Overcoming Model Bias for Robust Offline Deep Reinforcement Learning Phillip Swazinna Steffen Udluft Thomas Runkler OffRL 43 83 0 12 Aug 2020
Generating Interpretable Fuzzy Controllers using Particle Swarm Optimization and Genetic Programming D. Hein Steffen Udluft Thomas Runkler OffRL 34 18 0 29 Apr 2018
A Benchmark Environment Motivated by Industrial Control Problems D. Hein Stefan Depeweg Michel Tokic Steffen Udluft A. Hentschel Thomas Runkler V. Sterzing OffRL 70 59 0 27 Sep 2017
Batch Reinforcement Learning on the Industrial Benchmark: First Experiences D. Hein Steffen Udluft Michel Tokic A. Hentschel Thomas Runkler V. Sterzing OffRL 31 11 0 20 May 2017
Particle Swarm Optimization for Generating Interpretable Fuzzy Reinforcement Learning Policies D. Hein A. Hentschel Thomas Runkler Steffen Udluft OffRL 43 79 0 19 Oct 2016
Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks Stefan Depeweg José Miguel Hernández-Lobato Finale Doshi-Velez Steffen Udluft BDL 29 158 0 23 May 2016