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Adaptive Representations for Reinforcement Learning
This book presents new algorithms for reinforcement learning, a form of machine learning in which an autonomous agent seeks a control policy for a sequential decision task. Since current methods typically rely on manually designed solution representations, agents that automatically adapt their own representations have the potential to dramatically improve performance. This book introduces two novel approaches for automatically discovering high-performing representations. The first approach synthesizes temporal difference methods, the traditional approach to reinforcement learning, with evolutionary methods, which can learn representations for a broad class of optimization problems. This synt...
Virginia Colonial Abstracts
"In this reprint edition the contents [of the original 34 volumes] have been rearranged, re-typed, and consolidated in three hardcover volumes, each with its own master index."--Title page verso.
The South Western Reporter
Includes the decisions of the Supreme Courts of Missouri, Arkansas, Tennessee, and Texas, and Court of Appeals of Kentucky; Aug./Dec. 1886-May/Aug. 1892, Court of Appeals of Texas; Aug. 1892/Feb. 1893-Jan./Feb. 1928, Courts of Civil and Criminal Appeals of Texas; Apr./June 1896-Aug./Nov. 1907, Court of Appeals of Indian Territory; May/June 1927-Jan./Feb. 1928, Courts of Appeals of Missouri and Commission of Appeals of Texas.
Iconic LA
The 12 buildings of Iconic LA, identifiable the world over, demonstrate the personality and power of Los Angeles as a major metropolis. Each of these buildings has played a role in the human drama- rife with intrigue, political struggle, tragedy, and triumph.
