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cs.LG2026
CAPSULE: Control-Theoretic Action Perturbations for Safe Uncertainty-Aware Reinforcement Learning
Rahul Narava, Siddharth Verma, Ojas Jain +2
Ensuring safe exploration in high-dimensional systems with unknown dynamics remains a significant challenge. Existing safe reinforcement learning methods often provide safety guara…
cs.LG2025
DQ4FairIM: Fairness-aware Influence Maximization using Deep Reinforcement Learning
Akrati Saxena, Harshith Kumar Yadav, Bart Rutten +1
The Influence Maximization (IM) problem aims to select a set of seed nodes within a given budget to maximize the spread of influence in a social network. However, real-world social…