# Difference between revisions of "ITUBot"

From StarCraft AI, the resource for custom StarCraft Brood War AIs

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|author=Volkan Ilbeyli | |author=Volkan Ilbeyli | ||

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− | + | ITUBot is a StarCraft Broodwar AI Bot that implements and modifies [http://arxiv.org/abs/1306.4460 Certicky's wall-in algorithm] created using logic programming. | |

+ | |||

+ | The problem is formulated as a [http://en.wikipedia.org/wiki/Constraint_satisfaction_problem constraint satisfaction problem] and solved by the Potsdam University's [http://en.wikipedia.org/wiki/Answer_set_programming ASP (Answer Set Programming)] solver: [http://www.cs.uni-potsdam.de/clasp/ ''clasp'']. The solver is tested with two optimization modes: gap minimization and resource cost minimization. A [https://www.dropbox.com/s/l5rgp5jtbnww03e/Walling%20in%20at%20StarCraft.pdf '''detailed report'''] about the analysis is generated. The report contains: | ||

+ | * Basic bot architecture | ||

+ | * A step by step explanation of Certicky's modified algorithm | ||

+ | * Algorithm run times for each optimization criteria on several different maps | ||

+ | * Differences in the layout of the buildings in the solution between different optimization criteria | ||

+ | * Related studies and future work | ||

+ | |||

+ | |||

+ | [http://www.youtube.com/watch?v=WdhIv_yxIbM Here is a video of ITUBot walling in]. |

## Revision as of 13:38, 15 July 2015

Author(s):

Volkan Ilbeyli

Affiliation:

Istanbul Technical University

Race:

BWAPI version:

Type:

DLL

Download:

Language:

C++

ITUBot is a StarCraft Broodwar AI Bot that implements and modifies Certicky's wall-in algorithm created using logic programming.

The problem is formulated as a constraint satisfaction problem and solved by the Potsdam University's ASP (Answer Set Programming) solver: *clasp*. The solver is tested with two optimization modes: gap minimization and resource cost minimization. A **detailed report** about the analysis is generated. The report contains:

- Basic bot architecture
- A step by step explanation of Certicky's modified algorithm
- Algorithm run times for each optimization criteria on several different maps
- Differences in the layout of the buildings in the solution between different optimization criteria
- Related studies and future work