Timo Philipp Gros, M.Sc.

Contact +49 681 85775 5375 (Saarbrücken)

Address (Saarbrücken) Gebäude D3 2Stuhlsatzenhausweg 366123 Saarbrücken

Publications

Acting for the Right Reasons: Creating Reason-Sensitive Artificial Moral Agents
Kevin Baum; Lisa Dargasz; Felix Jahn; Timo P Gros; Verena Wolf
In: ArXiv e-prints (arxiv), Vol. 1, Pages 1-10, arXiv, 9/2024.
Motion Primitives as the Action Space of Deep Q-Learning for Planning in Autonomous Driving
Tristan Schneider; Matheus V. A. Pedrosa; Timo P. Gros; Verena Wolf; Kathrin Flaßkamp
In: IEEE Transactions on Intelligent Transportation Systems, Vol. 25, No. 11, Pages 17852-17864, IEEE, 9/2024.
Safe Reinforcement Learning Through Regret and State Restorations in Evaluation Stages
Timo P. Gros; Nicola Müller; Daniel Höller; Verena Wolf
In: Workshop on Reliable Data-Driven Planning and Scheduling. International Conference on Automated Planning and Scheduling (ICAPS-2024), Springer, 2024.

MAC-MERLin
Multi-Level Abstractions and Causal Modeling for Enhanced Reinforcement Learning
Das Projekt Multi-Level Abstractions and Causal Modeling for Enhanced Reinforcement Learning (MAC-MERLin) zielt darauf ab, durch die Nutzung von Multi-Level-Abstraktionen in Kombination mit kausaler…