Helge Spieker

Gimitest: A Comprehensive Tool for Testing Reinforcement Learning Policies

Dennis Gross, Quentin Mazouni, Helge Spieker, Arnaud Gotlieb

Reinforcement learning (RL) policies can be unsafe and vulnerable to attacks. Ensuring their reliability is often a pain point as existing automated testing methods target only selected environments, testing scenarios, and RL algorithms. To address this, we propose a comprehensiv…Read more