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• Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV based Random Access IoT Networks with NOMA
  2020 · 93 citations
• A Safe Reinforcement Learning Algorithm for Supervisory Control of Power Plants
  2024 · 9 citations
• Human-in-the-Loop Bandwidth Estimation for Quality of Experience Optimization in Real-Time Video Communication
  2025
• A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes
  2020
• Multifidelity Reinforcement Learning with Control Variates
  2022
• Offline to Online Learning for Real-Time Bandwidth Estimation
  2023
• Streetwise Agents: Empowering Offline RL Policies to Outsmart Exogenous Stochastic Disturbances in RTC
  2024