Optimal Sokoban solving using pattern databases with specific domain knowledge

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Finding Optimal Solutions to Sokoban Using Instance Dependent Pattern Databases

Pattern databases have been successfully applied to several problems. Their use assumes that the goal state is known, and once the pattern database is built, commonly it can be used by all instances. However, in Sokoban, before solving the puzzle, the goal position of each stone is unknown. Moreover, each Sokoban instance has its own state space search. In this paper we apply pattern databases ...

متن کامل

Sokoban: Enhancing general single-agent search methods using domain knowledge

Artificial intelligence (AI) research has developed an extensive collection of methods to solve state-space problems. Using the challenging domain of Sokoban, this paper studies the effect of general search enhancements on program performance. We show that the current state of the art in AI generally requires a large research and programming effort to use domain-dependent knowledge to solve eve...

متن کامل

Sokoban: Reversed Solving

This article describes a new method for attempting to solve Sokoban puzzles by means of an efficient algorithm, a task which has proven to be extremely difficult because of both the huge search tree depth and the large branching factor. We present a way of solving Sokoban puzzles that, using several heuristics, starts from the final state of a puzzle, and from there works its way back to the in...

متن کامل

Sokoban: Reversed Solving Bachelor Thesis

This bachelor thesis describes a new method for attempting to solve Sokoban puzzles by means of an efficient algorithm, a task which has proven to be extremely difficult because of both the huge search tree depth and the large branching factor. We present a way of solving Sokoban puzzles that, using several heuristics, starts from the final state of a puzzle, and from there works its way back t...

متن کامل

Augmenting Medical Databases with Domain Knowledge

In this paper we discuss a method of linking databases with domain knowledge to provide an extended semantics for use with statistical machine learning and automated discovery programs We focus on the use of data in conjunction with domain knowledge for automated discovery in medical databases and show how an induction program can nd new knowledge in a database by reasoning about classes and re...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Artificial Intelligence

سال: 2015

ISSN: 0004-3702

DOI: 10.1016/j.artint.2015.05.011