KnightCap: A chess program that learns by combining TD(lambda) with game-tree search

Jonathan Baxter, Andrew Tridgell, Lex Weaver

In this paper we present TDLeaf(lambda), a variation on the TD(lambda) algorithm that enables it to be used in conjunction with game-tree search. We present some experiments in whi…