Search-Based Testing of Reinforcement Learning

7 May 2022

Papers citing "Search-Based Testing of Reinforcement Learning"

9 / 9 papers shown

Title
Surrogate Fitness Metrics for Interpretable Reinforcement Learning Philipp Altmann Céline Davignon Maximilian Zorn Fabian Ritz Claudia Linnhoff-Popien Thomas Gabor 29 0 0 20 Apr 2025
Rule-Guided Reinforcement Learning Policy Evaluation and Improvement Martin Tappler Ignacio D. Lopez-Miguel Sebastian Tschiatschek Ezio Bartocci 61 0 0 13 Mar 2025
Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning Stefan Pranger Hana Chockler Martin Tappler Bettina Könighofer OffRL 41 0 0 12 Nov 2024
Speedrunning and path integrals Gabriele Lami 23 0 0 16 Mar 2024
SMARLA: A Safety Monitoring Approach for Deep Reinforcement Learning Agents Amirhossein Zolfagharian Manel Abdellatif Lionel C. Briand S. Ramesh 25 5 0 03 Aug 2023
Boundary State Generation for Testing and Improvement of Autonomous Driving Systems Matteo Biagiola Paolo Tonella 19 4 0 20 Jul 2023
Testing of Deep Reinforcement Learning Agents with Surrogate Models Matteo Biagiola Paolo Tonella 38 19 0 22 May 2023
A Search-Based Testing Approach for Deep Reinforcement Learning Agents Amirhossein Zolfagharian Manel Abdellatif Lionel C. Briand M. Bagherzadeh Ramesh S 42 27 0 15 Jun 2022
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 165 1,632 0 02 Feb 2020