Author

Vibha Patel

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#reinforcement learning Sep 2026

Sequential Estimation of Remaining Useful Life Through VAE-Based Deep Reinforcement Learning With Reward Shaping

A novel framework that integrates Variational Autoencoders (VAE) as surrogate environments with actor-critic Deep Reinforcement Learning (DRL) to provide a modular and efficient sequential RUL estimation method for challenging industrial scenarios is introduced.

Hima Soni, Vibha Patel, Arnav Modanwal et al. · Machine-mediated learning · 0 citations