The real Pac-Man
نویسندگان
چکیده
منابع مشابه
Real-Time Game Design of Pac-Man Using Fuzzy Logic
This paper presents the design and implementation of a real-time fuzzy-based artificial intelligence system for an interactive game. The chosen game is a remake of Pac-Man in which the opponents are BDI-style intelligent agents. The components of the system and the methods used in fuzzifying the game’s rules and variables are discussed. In addition, comparisons are drawn between the proposed fu...
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We explore the possibilities of replacing behaviour-generating code in computer games by real-time behaviour of live animals, and the question of whether one can play computer games against animals. To experience the differences for a human between playing against an animal or against computer code, we experimented with a variant of Pac-Man where the behaviour of virtual game characters is deri...
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Simulating human behaviour when playing video games has been recently proposed as an interesting challenge for the research community on Artificial Intelligence. In the exploration on Machine Learning techniques for training virtual players (i.e. computer bots) to imitate the conduct of real (human) players, we are using the classic arcade game Ms. Pac-Man as testbed. Our research goal is to fi...
متن کاملClever Pac-man
In this paper we show how combining fuzzy sets and reinforcement learning a winning agent can be created for the popular Pac-man game. Key elements are the classification of the state into a few fuzzy classes that makes the problem manageable. Pac-man policy is defined in terms of fuzzy actions that are defuzzified to produce the actual Pac-man move. A few heuristics allow making the Pac-man st...
متن کاملUCT for Pac-Man
This is the written documentation of the implementation of an agent for Ms-Pac-Man for a Ms. Pac-Man simulation. The agent uses the UCT algorithm (upper confident bounds) which is becoming more prominent in the domain of artificial intelligence research. In this document you will find a description of the UCT algorithm, statements to the implementation and an evaluation of the performance.
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ژورنال
عنوان ژورنال: Molecular Reproduction and Development
سال: 2012
ISSN: 1040-452X
DOI: 10.1002/mrd.22121