We propose double-gated n-type WSe2 FETs with low leakage, low hysteresis top gate high-k dielectric stack. The top gate dielectric layer is deposited by HfO2 ALD on an Al2O3 seed layer obtained from the evaporation and oxidation by air exposure of a 1.5 nm Al layer. When operated under back gate control, the fabricated WSe2 FETs behave as n-type enhancement transistors with ON/OFF current ratios exceeding 6 orders of magnitude and a ON current close to 1 $\mu \text{A}/\mu \text{m}$ at a drain bias of 100 mV. An applied negative top gate bias determines a much steeper turn-on of the back gated transfer characteristic and a reduction of the observed hysteresis. Top gate devices behave as n-type depletion FETs, reaching a ION/IOFF ratio larger than 106 under positive bias applied to the back gate. The electron mobility, extracted using the Y-function method, was estimated to be 22.15 cm2V−1s−1 under a drain bias of 1 mV. We characterize the hysteresis dynamics in our devices, demonstrating a substantial improvement with respect to comparable top gated MoS2 FETs.