A Learning Architecture for the Game of Go

In this paper, a three-component architecture of a learning environment for Go is sketched, which can be applied to any two-player, deterministic, full information, partizan, combinatorial game. The architecture called HUGO has natural and human-like reasoning ts. Its most abstract component deals with the selection of subgames of Go. The second component is concerned with initiative. The notion of gote no sente (a move that loses initiative but creates new lines of play that will hold initiative) is formalized. In the third component, game values are computed with a new kind of

• Type: Conference
• Year: 2001
• Where: GAMEON
• Authors: A. B. Meijer
• Keywords: Combinatorial Games, GAMEON 2001, GAMEON 2007, Human-like Reasoning Ts, Partial Ordering