Matthias Pallasch

According to our database, Matthias Pallasch authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents.

Marco Pleines, Matthias Pallasch, Frank Zimmer, Mike Preuss

J. Mach. Learn. Res., 2025

2023

Memory Gym: Partially Observable Challenges to Memory-Based Agents in Endless Episodes.

Marco Pleines, Matthias Pallasch, Frank Zimmer, Mike Preuss

CoRR, 2023

Memory Gym: Partially Observable Challenges to Memory-Based Agents.

Marco Pleines, Matthias Pallasch, Frank Zimmer, Mike Preuss

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Generalization, Mayhems and Limits in Recurrent Proximal Policy Optimization.

Marco Pleines, Matthias Pallasch, Frank Zimmer, Mike Preuss

CoRR, 2022

On the Verge of Solving Rocket League using Deep Reinforcement Learning and Sim-to-sim Transfer.

Marco Pleines, Konstantin Ramthun, Yannik Wegener, Hendrik Meyer, Matthias Pallasch, Sebastian Prior, Jannik Drögemüller, Leon Büttinghaus, Thilo Röthemeyer, Alexander Kaschwig, Oliver Chmurzynski, Frederik Rohkrähmer, Roman Kalkreuth, Frank Zimmer, Mike Preuss

Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022