Mayank Shekhar JHA

Employment

• Centre de recherche en automatique de Nancy Maitre de Conférences (Associate Professor)
  2017 - Present

Education

• Ecole Centrale de Lille PhD
  2012 - 2015

Projects & Funding

Projects & funding information is unavailable.

Publications (24)

• Safe Reinforcement Learning for Optimal Tracking of Continuous‐Time Nonlinear Systems
  International Journal of Robust and Nonlinear Control 2026 DOI: 10.1002/rnc.70518
  +Save
• Reinforcement learning‐based degradation‐tolerant control design for affine nonlinear systems
  Asian Journal of Control 2026 DOI: 10.1002/asjc.3780
  +Save
• Input-to-State Safety for Discrete-Time Nonlinear Systems: Sufficiency and Converse Results
  IEEE Control Systems Letters 2026 DOI: 10.1109/LCSYS.2026.3708562
  +Save
• Input-to-State Safety for Reinforcement Learning
  IEEE Transactions on Neural Networks and Learning Systems 2026 DOI: 10.1109/TNNLS.2026.3688045
  +Save
• A comprehensive review on quantum deep neural networks for prognostics and health management: Fundamentals, challenges and opportunities
  Engineering Applications of Artificial Intelligence 2026 DOI: 10.1016/j.engappai.2026.114991
  +Save
• Human-informed skill discovery: Controlled diversity with preference in reinforcement learning
  Expert Systems with Applications 2025 DOI: 10.1016/j.eswa.2025.128604
  +Save
• Off-policy safe reinforcement learning for nonlinear discrete-time systems
  Neurocomputing 2025 DOI: 10.1016/j.neucom.2024.128677
  +Save
• Remaining Useful Life prediction based on physics-informed data augmentation
  Reliability Engineering & System Safety 2024 DOI: 10.1016/j.ress.2024.110451
  +Save
• Off‐policy model‐based end‐to‐end safe reinforcement learning
  International Journal of Robust and Nonlinear Control 2024 DOI: 10.1002/rnc.7109
  +Save
• Model‐free optimal tracking over finite horizon using adaptive dynamic programming
  Optimal Control Applications and Methods 2023 DOI: 10.1002/oca.3028
  +Save