81 citations · 128 across the 3 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2021★ 47 cited
Adaptive network reliability analysis: Methodology and applications to power grid
Nariman L. Dehghani, Soroush Zamanian, Abdollah Shafieezadeh
Flow network models can capture the underlying physics and operational constraints of many networked systems including the power grid and transportation and water networks. However…
cs.LG2021
Lyapunov-based uncertainty-aware safe reinforcement learning
Ashkan B. Jeddi, Nariman L. Dehghani, Abdollah Shafieezadeh
Reinforcement learning (RL) has shown a promising performance in learning optimal policies for a variety of sequential decision-making tasks. However, in many real-world RL problem…