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Found 5 papers, 2 papers with code
Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking
There, we show that our method outperforms related Meta-RL approaches on unseen tracking scenarios in peak performance by 16% and the baseline by 35% while detecting OOD data with an F1-Score of 72%.
MEET: A Monte Carlo Exploration-Exploitation Trade-off for Buffer Sampling
This is enabled by the uncertainty estimation of the Q-Value function, which guides the sampling to explore more significant transitions and, thus, learn a more efficient policy.
Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation
This paper presents a parametric variational autoencoder-based human target detection and localization framework working directly with the raw analog-to-digital converter data from the frequency modulated continous wave radar.
Light-weight Gesture Sensing Using FMCW Radar Time Series Data
The paper proposes a novel feature extraction approach for FMCW radar systems in the field of short-range gesture sensing.
Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar
In this paper, we introduce the Label-Aware Ranked loss, a novel metric loss function.
