Walid Saad
2 papers · Latest:
Machine Learning
Federated Reinforcement Learning for Efficient Mobile Crowdsensing under Incomplete Information
FDRL-PPO uses federated deep reinforcement learning to help mobile units efficiently participate in crowdsensing tasks despite incomplete information and varying energy.
2605.02705
Machine LearningToward World Models for Epidemiology
This paper proposes using world models to improve epidemiological decision-making by accounting for latent states, noisy observations, and behavioral feedback.
2604.09519
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