Puzzle: Minesweeper Puzzles
نویسندگان
چکیده
منابع مشابه
Minesweeper, #minesweeper
We address the problem of finding an optimal policy for an agent playing the game of minesweeper. The problem is solved exactly, within the reinforcement learning framework, using a modified value iteration. Although it is a Partially Observable Markov Decision Problem (MDP), we show that, when using an appropriate state space, it can be defined and solved as a fully observable MDP. As has been...
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In this paper we show that the Mastermind Satisfiability Problem (MSP) is NPcomplete. Mastermind is a popular game which can be turned into a logical puzzle called the Mastermind Satisfiability Problem in a similar spirit to the Minesweeper puzzle [5]. By proving that MSP is NP-complete, we reveal its intrinsic computational property that makes it challenging and interesting. This serves as an ...
متن کاملLearning Minesweeper with Multirelational Learning
Minesweeper is a one-person game which looks deceptively easy to play, but where average human performance is far from optimal. Playing the game requires logical, arithmetic and probabilistic reasoning based on spatial relationships on the board. Simply checking a board state for consistency is an NP-complete problem. Given the difficulty of hand-crafting strategies to play this and other games...
متن کاملPlaying the Minesweeper with Constraints
We present the design and implementation of a Minesweeper game, augmented with a digital assistant. The assistant uses contraint programming techniques to help the player, and is able to play the game by itself. It predicts safe moves, and gives probabilistic information when safe moves cannot be found.
متن کاملOptimistic Heuristics for MineSweeper
We present a combination of Upper Confidence Tree (UCT) and domain specific solvers, aimed at improving the behavior of UCT for long term aspects of a problem. Results improve the state of the art, combining top performance on small boards (where UCT is the state of the art) and on big boards (where variants of CSP rule).
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ژورنال
عنوان ژورنال: INFORMS Transactions on Education
سال: 2011
ISSN: 1532-0545
DOI: 10.1287/ited.1100.0063