3 papers
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.GT2019
Solving zero-sum extensive-form games with arbitrary payoff uncertainty models
Juan Leni, John Levine, John Quigley
Modeling strategic conflict from a game theoretical perspective involves dealing with epistemic uncertainty. Payoff uncertainty models are typically restricted to simple probabilit…
cs.AI2017
Ensemble Framework for Real-time Decision Making
Philip Rodgers, John Levine
This paper introduces a new framework for real-time decision making in video games. An Ensemble agent is a compound agent composed of multiple agents, each with its own tasks or go…