12 citations · 25 across the 16 of their papers we have counts for
5 papers · 1 filter
The Computational Complexity of Angry Birds
Matthew Stephenson, Jochen Renz, Xiaoyu Ge
The physics-based simulation game Angry Birds has been heavily researched by the AI community over the past five years, and has been the subject of a popular AI competition that is…
A Continuous Information Gain Measure to Find the Most Discriminatory Problems for AI Benchmarking
Matthew Stephenson, Damien Anderson, Ahmed Khalifa +4
This paper introduces an information-theoretic method for selecting a subset of problems which gives the most information about a group of problem-solving algorithms. This method w…
Towards Explainable Inference about Object Motion using Qualitative Reasoning
Xiaoyu Ge, Jochen Renz, Hua Hua
The capability of making explainable inferences regarding physical processes has long been desired. One fundamental physical process is object motion. Inferring what causes the mot…
The 2017 AIBIRDS Competition
Matthew Stephenson, Jochen Renz, Xiaoyu Ge +1
This paper presents an overview of the sixth AIBIRDS competition, held at the 26th International Joint Conference on Artificial Intelligence. This competition tasked participants w…
Deceptive Games
Damien Anderson, Matthew Stephenson, Julian Togelius +3
Deceptive games are games where the reward structure or other aspects of the game are designed to lead the agent away from a globally optimal policy. While many games are already d…