![]() The special Scout piece, with value = 2, can move multiple squares in a straight line like a chess Rook. If both pieces have the same value, both are removed. When a piece lands on an opponent's piece, the piece with the lower point value loses and is removed. The regular pieces move one square at a time to an adjacent square (not diagonally). The goal of the game is to capture the opponent's Flag. Each player, Red and Blue, has 40 pieces, one of which is the Flag. There are two 2x2 blocks at the center of the board where pieces cannot move. The image in Figure 1 shows an example starting position. In order to understand the new approach to playing Stratego, it's necessary to have a basic understanding of the rules of the game. The two key challenges for a software program are that the game has imperfect information (opponent pieces are hidden, which allows bluffing) and sheer size - the number of possible positions vastly exceeds the number of atoms in the known universe. However, Stratego is extraordinarily difficult for computers. The strategy board game known as Stratego (the name is copyrighted, but there are many versions of the same game with different names) is deceptively simple and can be played by children. ![]() Other games that have been successfully tackled to a large extent include poker, Go, video games and Diplomacy. Chess was essentially conquered when the Deep Blue program beat world champion Garry Kasparov in 1997. Researchers have explored applying artificial intelligence to game playing for decades, starting with chess in the 1950s. The technique is explained in the 2022 research paper "Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning" by J. Researchers at Google have demonstrated a new algorithm that achieves superhuman performance on the Stratego board game.
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