The researchers presented their MCTS technique in a recent paper pre-published on arXiv. An MCTS algorithm is a universal heuristic decision method that can optimize the searching solution space in a given game or scenario, by playing a series of random games, known as 'playouts'. Researchers at Warsaw University of Technology have recently set out to develop a technique based on Monte Carlo tree search (MCTS) algorithms that could play the Lord of the Rings (LotR) classic card game, released in 2011 by Fantasy Flight Games. Some of these artificial agents have achieved remarkable results, beating established human champions and game experts. Over the past decade or so, developers have trained numerous other models to play against humans at strategy games, board games, computer games and card games.
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