The Angry Birds AI Competition

被引：10

作者：

Renz, Jochen ^{[1
,2
]}

Ge, Xiaoyu ^{[3
]}

Gould, Stephen ^{[4
]}

Zhang, Peng ^{[1
]}

机构：

[1] Australian Natl Univ, Res Sch Comp Sci, Canberra, ACT 0200, Australia

[2] Australian Natl Univ, Artificial Intelligence Grp, Canberra, ACT 0200, Australia

[3] Australian Natl Univ, Canberra, ACT 0200, Australia

[4] Australian Natl Univ, Res Sch Comp Sci, Coll Engn & Comp Sci, Canberra, ACT 0200, Australia

来源：

AI MAGAZINE | 2015年 / 36卷 / 02期

关键词：

D O I：

10.1609/aimag.v36i2.2588

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The aim of the Angry Birds AI competition (AIBIRDS) is to build intelligent agents that can play new Angry Birds levels better than the best human players. This is surprisingly difficult for AI as it requires similar capabilities to what humans need for successfully interacting with the physical world, one of the grand challenges of AI. As such the competition offers a simplified and controlled environment for developing and testing the necessary AI technologies, a seamless integration of computer vision, machine learning, knowledge representation and reasoning, reasoning under uncertainty, planning, and heuristic search, among others. Over the past three years there have been significant improvements, but we are still a long way from reaching the ultimate aim, and thus, there are great opportunities for participants in this competition.

引用

页码：85 / 87

页数：3