Kickstarting Remote Applications
نویسندگان
چکیده
Jens-S. Vöckler1 Gaurang Mehta1 Yong Zhao2 Ewa Deelman1 Mike Wilde3 1University of Southern California Information Sciences Institute 4676 Admiralty Way Ste 1001 Marina Del Rey, CA 90292 {jens,gmehta,deelman} at isi dot edu 2University of Chicago Dept. of Comp. Science 1100 East 58th Street Chicago, IL 60637 yongzh at cs dot uchicago dot edu 3Argonne National Laboratories Math. and Comp. Sci. Division 9700 South Cass Avenue Argonne, IL 60439 wilde at mcs dot anl dot gov
منابع مشابه
Kickstarting Deep Reinforcement Learning
We present a method for using previously-trained ‘teacher’ agents to kickstart the training of a new ‘student’ agent. To this end, we leverage ideas from policy distillation (Rusu et al., 2015; Parisotto et al., 2015) and population based training (Jaderberg et al., 2017). Our method places no constraints on the architecture of the teacher or student agents, and it regulates itself to allow the...
متن کاملKickstarting Choreographic Programming
We present an overview of some recent efforts aimed at the development of Choreographic Programming, a programming paradigm for the production of concurrent software that is guaranteed to be correct by construction from global descriptions of communication behaviour.
متن کاملRemote sensing application in evaluation of soil characteristics in desert areas
Soil is one of the most important natural resources covering a large area of the land surface. Soil plays a vital role in biosphere processes, such as energy balance, hydrology, biochemistry, and biological productivity. It supports plants that supply foods, fibers, drugs, and some other human needs. Conversely, desert regions include about one third of earth lands and these regions have increa...
متن کاملPerformance Evaluation of Local Detectors in the Presence of Noise for Multi-Sensor Remote Sensing Image Matching
Automatic, efficient, accurate, and stable image matching is one of the most critical issues in remote sensing, photogrammetry, and machine vision. In recent decades, various algorithms have been proposed based on the feature-based framework, which concentrates on detecting and describing local features. Understanding the characteristics of different matching algorithms in various applications ...
متن کاملKickstarting Growth in Bus Patronage: Targetting Support at the Margins
Over the past ten years in England (outside London) both bus patronage and bus kilometres have fallen and continue to fall. The decline in bus kilometres has largely arisen from withdrawal of commercial services, which has not been wholly offset by increases in supported services despite increases in Government support for the bus industry to prederegulation levels in real terms (DfT, 2006a). I...
متن کامل