In this paper we introduce a budgeted knowledge transfer algorithm for non-homogeneous reinforcement learning agents. Here the source and the target agents are completely identical except in their state representations. The algorithm uses functional space (Q-value space) as the transfer-learning media. In this method, the target agent's functional points (Q-values) are estimated in an automatic...

The Atom Publishing Protocol (AtomPub) is an application-level protocol for publishing and editing Web resources. The protocol is based on HTTP transfer of Atom-formatted representations. The Atom format is documented in the Atom Syndication Format. RFC 5023 The Atom Publishing Protocol October 2007 Gregorio & de hOra Standards Track [Page 2] Table of

The Bose, Chaudhuri and Hocquenghem (BCH) codes form a large class of powerful random-error correcting cyclic codes. However, the implementation of its decoder requires high-complexity computation resources with a huge number of sequential circuits. This paper presents a low-complexity register transfer level (RTL) circuit design of a BCH decoder. In accordance with the table relationship betwe...

Plant infectious Agrobacteria harbor large plasmids Ti or Ri (about 200 kb), which induce crown gall or hairy root syndromes, respectively. These plasmids have three important functional regions, transfer DNA (T-DNA) region, virulence (Vir) region and conjugation transfer (Tra) region. The T-DNA region is integrated into plant chromosomes, and the subsequent expression of its plant growth hormo...

Ill PREFACE This Memorandum is part of RAND's continuing search for new ways of utilizing the modern digital computer. The authors present a method for numerically Integrating nonlinear partial differential integral equations, which occur In such fields as radiative transfer and mathematical biology. The method Is then specifically applied to solving a basic equation of transport In a spherical...