DESIGN AND PERFORMANCE ANALYSIS OF ENERGY EFFICIENCY BASED CR PRIMARY USER EMULATION ATTACK DEFENSIVE SCHEME


Gnu-RL: A Practical and Scalable Reinforcement Learning Solution for Building HVAC Control Using a Differentiable MPC Policy

We propose Gnu-RL: a novel approach that enables real-world deployment of reinforcement learning (RL) for building control and requires no prior information other than historical data from existing Heating Ventilation and Air Conditioning (HVAC) controllers.In contrast with existing RL agents, which are opaque to expert interrogation and need ample

read more

Gene Correction Reverses Ciliopathy and Photoreceptor Loss in iPSC-Derived Retinal Organoids from Retinitis Pigmentosa Patients

Summary: Retinitis pigmentosa (RP) is an irreversible, inherited retinopathy in which early-onset nyctalopia is observed.Despite the genetic heterogeneity of RP, RPGR mutations are the most common causes of this disease.Here, we generated induced pluripotent stem cells (iPSCs) from three RP patients with different frameshift mutations in the RPGR g

read more