2022 – Machine Learning and Positioning Systems

Abhinav Singh: Safe Imitation Learning for Beam Tracking

By mugga November 1, 20222022, 5G & 6G, Finished, Reinforcement Learning, Student Project

The envisioned transition to 5G and 6G technologies have started to transform the properties of established communication networks. In the core of this transformation lies the capability of Base Stations…

Dinesh Parthasarathy: Safe Monte Carlo Tree Search using Learned Safety Critics (FAU Erlangen-Nürnberg, 2022)

By mugga May 2, 20222022, Finished, Master Thesis, Reinforcement Learning

Thesis available for download here: Dinesh Parthsarathy: Safe Monte Carlo Tree Search using Learned Safety Critics Background Reinforcement Learning and planning are two research fields that have shown great success…

Lars Ulrich: Analyzing the Effect of Design Choices in Model-based Reinforcement Learning (FAU Erlangen-Nürnberg, 2022)

By mugga May 2, 20222022, Finished, Master Thesis, Reinforcement Learning

Hyeyoung Park: Interpretable Decision Tree Extraction using Imitation Learning and Locally Adaptive Optimization (LMU München, 2022)

By mugga May 2, 20222022, Finished, Master Thesis, Reinforcement Learning