strationsofotherhumans.Forlearningcontrol,thispaperinvestigateshow learningfromdemonstrationcanbeappliedinthecontextofreinforcement learning.WeconsiderprimingtheQ-function,thevaluefunction,thepol- icy,andthemodelofthetaskdynamicsaspossibleareaswheredemonstra- tionscanspeeduplearning.Ingeneralnonlinearlearningproblems,...
1. Introduction Rapidly developing wireless communication systems have brought the urgency of protecting devices from electromagnetic interference (EMI) [1–3]. Generally, shielding materials, metal and composite materials, for example, are widely used to isolate unex- pected signals and avoid radiating...
For example, energy consumption to recover the ammonia by ammonia stripping technology has been reported to be 3.1 and 8.65 kWh per kg of recovered N [18,19]. These values using ammonia stripping are 5 to 13 times higher than the energy consumption obtained with the gas-permeable membranes. ...
For example, the discharge and stage of adjacent up- and down-sections were used for the dynamic correction of roughness [19]. Using the Gauss–Newton methods, a roughness updating model was developed to minimize the error in stage forecast [20]. Based on Kalman filter, the roughness ...
While both diagnostics have been implemented on microfluidic devices, implementation of molecular diagnostics is generally more challenging due to more complex assay steps. For example, the use of polymerase chain reaction (PCR) for amplification of nucleic acids requires elaborate sample preparation and ...