Robin Schmöcker

According to our database, Robin Schmöcker authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

Investigating Scale-Independent UCT Exploration Factor Strategies.

Robin Schmöcker, Christoph Schnell, Alexander Dockhorn

IEEE Trans. Games, March, 2026

2025

Discovering State Equivalences in UCT Search Trees By Action Pruning.

Robin Schmöcker, Alexander Dockhorn, Bodo Rosenhahn

CoRR, October, 2025

Grouping Nodes With Known Value Differences: A Lossless UCT-based Abstraction Algorithm.

Robin Schmöcker, Alexander Dockhorn, Bodo Rosenhahn

CoRR, October, 2025

Investigating Intra-Abstraction Policies For Non-exact Abstraction Algorithms.

Robin Schmöcker, Alexander Dockhorn, Bodo Rosenhahn

CoRR, October, 2025

AUPO - Abstracted Until Proven Otherwise: A Reward Distribution Based Abstraction Algorithm.

Robin Schmöcker, Alexander Dockhorn, Bodo Rosenhahn

CoRR, October, 2025

Accelerating Probabilistic Planning Research: High-Speed Implementations of Stochastic Markov Decision Processes and Their Catalogization.

Robin Schmöcker, Alexander Dockhorn, Bodo Rosenhahn

IEEE Access, 2025

A Survey of Non-Learning-Based Abstractions for Sequential Decision-Making.

Robin Schmöcker, Alexander Dockhorn

IEEE Access, 2025

Time-Critical and Confidence-Based Abstraction Dropping Methods.

Robin Schmöcker, Lennart Kampmann, Alexander Dockhorn

Proceedings of the IEEE Conference on Games, 2025

2024

Generalization capabilities of MeshGraphNets to unseen geometries for fluid dynamics.

Robin Schmöcker, Alexander Henkes, Julian Roth, Thomas Wick

CoRR, 2024