We present a reinforcement learning architecture, Dyna-2, that encompasses both samplebased learning and sample-based search, and that generalises across states during both learni...
Complex applications in many areas, including scientific computations and business-related web services, are created from collections of components to form workflows. In many case...
—With the increased network size and diversity, and the proliferation in applications and services, the network service providers are faced with a flood of information from many...
In this era of cross-sectional imaging, it is useful to think of the neck in terms of adjacent anatomical spaces separated by fascial layers extended from the skull base to the th...
In this work we extend the work of Dean, Kaelbling, Kirman and Nicholson on planning under time constraints in stochastic domains to handle more complicated scheduling problems. I...