Inductive general game playing
نویسندگان
چکیده
منابع مشابه
General Game Playing
Verify your progress by letting dierent versions of your program (with and without the improvements) play against each other in a selection of games. Record the results of the comparisons for at least 5 dierent games and send me an email with the results no later than Sunday, Feb 1st 2009 with a short descriptions of the changes between the versions of your program you compared.
متن کاملGeneral Video Game Playing
One of the grand challenges of AI is to create general intelligence: an agent that can excel at many tasks, not just one. In the area of games, this has given rise to the challenge of General Game Playing (GGP). In GGP, the game (typically a turn-taking board game) is defined declaratively in terms of the logic of the game (what happens when a move is made, how the scoring system works, how the...
متن کاملGeneral Game Playing with Ants
General Game Playing (GGP) aims at developing game playing agents that are able to play a variety of games and, in the absence of pre-programmed game specific knowledge, become proficient players. The challenge of making such a player has led to various techniques being used to tackle the problem of game specific knowledge absence. Most GGP players have used standard tree-search techniques enha...
متن کاملSymmetry Detection in General Game Playing
We develop a method for detecting symmetries in arbitrary games and exploiting these symmetries when using tree search to play the game. Games in the General Game Playing domain are given as a set of logic based rules defining legal moves, their effects and goals of the players. The presented method transforms the rules of a game into a vertex-labeled graph such that automorphisms of the graph ...
متن کاملSimulation Control in General Game Playing Agents
The aim of General Game Playing (GGP) is to create intelligent agents that can automatically learn how to play many different games at an expert level without any human intervention. One of the main challenges such agents face is to automatically learn knowledge-based heuristics in realtime, whether for evaluating game positions or for search guidance. In recent years, GGP agents that use Monte...
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ژورنال
عنوان ژورنال: Machine Learning
سال: 2019
ISSN: 0885-6125,1573-0565
DOI: 10.1007/s10994-019-05843-w