Search Results for author: Roman Liessner

Found 2 papers, 2 papers with code

LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control

1 code implementation • 6 Feb 2021 • Jan Dohmen, Roman Liessner, Christoph Friebel, Bernard Bäker

Reinforcement Learning (RL) might be very promising for solving a variety of challenges in the field of autonomous driving due to its ability to find long-term oriented solutions in complex decision scenarios.

Autonomous Driving OpenAI Gym +2

Paper
Code

Explainable Reinforcement Learning for Longitudinal Control

1 code implementation • 6 Feb 2021 • Roman Liessner, Jan Dohmen, Marco Wiering

SHAP values are an approach to overcome this problem.

OpenAI Gym reinforcement-learning +1

Paper
Code

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