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Papers Explained

2026

Learning to Navigate Under Imperfect Perception: Conformalised Segmentation for Safe Reinforcement Learning
·2503 words·12 mins· 8 · 0
Uncertainty Conformal Prediction Safe Reinforcement Learning Papers Explained

2025

Safe Reinforcement Learning in Black-Box Environments via Adaptive Shielding
·1969 words·10 mins· 4 · 0
Safe Reinforcement Learning Shielding Papers Explained

2024

Robust Uncertainty Quantification using Conformalised Monte Carlo Prediction
·1911 words·9 mins· 896 · 4
Uncertainty Conformal Prediction Papers Explained