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Jakob Burger

2 accepted papers

2025

NoBOOM: Chemical Process Datasets for Industrial Anomaly Detection

NeurIPS 2025poster

Monitoring chemical processes is essential to prevent catastrophic failures, optimize costs and profits, and ensure the safety of employees and the environment. A key component of modern monitoring systems is the automated detection of anomalies in sensor data over time, called time series, enablin…

Cited by 0SourceScholar
2023

Policy-Based Self-Competition for Planning Problems

ICLR 2023poster

AlphaZero-type algorithms may stop improving on single-player tasks in case the value network guiding the tree search is unable to approximate the outcome of an episode sufficiently well. One technique to address this problem is transforming the single-player task through self-competition. The main…