Tim Grams

According to our database, Tim Grams authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Disentangling Exploration of Large Language Models by Optimal Exploitation.

Tim Grams, Patrick Betz, Christian Bartelt

CoRR, January, 2025

Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization.

Sascha Marton, Tim Grams, Florian Vogt, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Disentangling Exploration of Large Language Models by Optimal Exploitation.

Tim Grams, Patrick Betz, Sascha Marton, Stefan Lüdtke, Christian Bartelt

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

SYMPOL: Symbolic Tree-Based On-Policy Reinforcement Learning.

Sascha Marton, Tim Grams, Florian Vogt, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt

CoRR, 2024

DRAMA at the PettingZoo: Dynamically Restricted Action Spaces for Multi-Agent Reinforcement Learning Frameworks.

Michael Oesterle, Tim Grams, Christian Bartelt

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

RAISE the Bar: Restriction of Action Spaces for Improved Social Welfare and Equity in Traffic Management.

Michael Oesterle, Tim Grams, Christian Bartelt, Heiner Stuckenschmidt

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Dynamic Interval Restrictions on Action Spaces in Deep Reinforcement Learning for Obstacle Avoidance.

Tim Grams

CoRR, 2023

2022

Semantic Video Entity Linking.

Tim Grams, Honglin Li, Bo Tong, Ali Shaban, Tobias Weller

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022