Recently reinforcement learning has received much attention as a learning method (Sutton, 1988; Watkins & Dayan, 1992). It does not need a priori knowledge and has higher capability of reactive and adaptive behaviors. However there are some significant problems in applying it to real problems. Some of them are deep cost of learning and large size of actionstate space. The Q-learning (Watkins & ...

Hash tables are commonly used data structures for representing subsets of a large key universe. In these tables, the complete key is stored in order to resolve the item in case of a collision. Since the 1980’s, there are known techniques to reduce the used memory by only storing a part of the original key. However, there are no known concurrent implementations of these so-called compact hash ta...

A compact model for RLC interconnect lines, in the form of a twopath hybrid ladder, is proposed for on-chip interconnect timing and noise analysis. The model parameters are synthesized through constrained nonlinear optimization to directly match the circuit response characteristics over a range of transition times and loads, both at the driving point and at the receiver end. The effect of capac...

today each city due to natural limitations, facilities and planning policies has different growth pattern which according to its spread, has different consequences and results. although there is a wide range of urban growth patterns, but the important thing is not diversity and number of models but is the absence of rules and methods of transition from one to another pattern (form). so this art...

We characterize compact composition operators on real Banach spaces of complex-valued bounded Lipschitz functions on metric spaces, not necessarily compact, with Lipschitz involutions and determine their spectra.

Let  $varpi$ be a representation of the homogeneous space $G/H$, where $G$ be a locally compact group and  $H$ be a compact subgroup of $G$. For  an admissible wavelet $zeta$ for $varpi$  and $psi in L^p(G/H), 1leq p <infty$, we determine a class of bounded  compact operators  which are related to continuous wavelet transforms on homogeneous spaces and they are called localization operators.

We investigated the hardware implementation of an area-efficient superconducting lookup table (LUT) based on a single flux quantum (SFQ) logic by using newly proposed small memory cell. The cell is composed nondestructive read-out (NDRO) flip-flop with input circuits that convert dc current to SFQ pulse signal. datum can be written selected in 2-D array applying both <italic xmlns:mml="http://w...