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ICRA
2007
IEEE
128views Robotics» more  ICRA 2007»
15 years 6 months ago
Adaptive Play Q-Learning with Initial Heuristic Approximation
Abstract— The problem of an effective coordination of multiple autonomous robots is one of the most important tasks of the modern robotics. In turn, it is well known that the lea...
Andriy Burkov, Brahim Chaib-draa
AIIDE
2008
15 years 2 months ago
OpenNERO: A Game Platform for AI Research and Education
OpenNERO is an open source game platform designed for game AI research. The software package combines features commonly available in modern game engines (such as 3D graphics, phys...
Igor Karpov, John Sheblak, Risto Miikkulainen
ICML
2010
IEEE
15 years 24 days ago
Multi-agent Learning Experiments on Repeated Matrix Games
This paper experimentally evaluates multiagent learning algorithms playing repeated matrix games to maximize their cumulative return. Previous works assessed that Qlearning surpas...
Bruno Bouzy, Marc Métivier
UAIS
2011
237views more  UAIS 2011»
14 years 6 months ago
Game accessibility: a survey
Over the last three decades, video games have evolved from a pastime into a force of change that is transforming the way people perceive, learn about, and interact with the world a...
Bei Yuan, Eelke Folmer, Frederick C. Harris
109
Voted
JAIR
2008
135views more  JAIR 2008»
14 years 11 months ago
On Similarities between Inference in Game Theory and Machine Learning
In this paper, we elucidate the equivalence between inference in game theory and machine learning. Our aim in so doing is to establish an equivalent vocabulary between the two dom...
Iead Rezek, David S. Leslie, Steven Reece, Stephen...