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cs.AI2019
Ensemble Decision Systems for General Video Game Playing
Damien Anderson, Cristina Guerrero-Romero, Diego Perez-Liebana +2
Ensemble Decision Systems offer a unique form of decision making that allows a collection of algorithms to reason together about a problem. Each individual algorithm has its own in…
cs.AI2018
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…
cs.AI2018
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…