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DALT
2009
Springer
13 years 8 months ago
Explaining and Predicting the Behavior of BDI-Based Agents in Role-Playing Games
Abstract. Virtual characters in games operate in a social context involving other characters and human players. If such socially situated virtual characters are to be considered be...
Michal P. Sindlar, Mehdi Dastani, Frank Dignum, Jo...
AAAI
2006
13 years 6 months ago
ScriptEase - Motivational Behaviors for Interactive Characters in Computer Role-Playing Games
ScriptEase is a tool that allows authors with no programming experience to create interactive stories for computer role-playing games. Instead of writing scripting code manually, ...
Maria Cutumisu, Duane Szafron, Jonathan Schaeffer,...
ATAL
2011
Springer
12 years 4 months ago
Using iterated reasoning to predict opponent strategies
The field of multiagent decision making is extending its tools from classical game theory by embracing reinforcement learning, statistical analysis, and opponent modeling. For ex...
Michael Wunder, Michael Kaisers, John Robert Yaros...
CORR
2011
Springer
230views Education» more  CORR 2011»
12 years 12 months ago
Computational Rationalization: The Inverse Equilibrium Problem
Modeling the behavior of imperfect agents from a small number of observations is a difficult, but important task. In the singleagent decision-theoretic setting, inverse optimal co...
Kevin Waugh, Brian Ziebart, J. Andrew Bagnell
FLAIRS
2009
13 years 2 months ago
Beating the Defense: Using Plan Recognition to Inform Learning Agents
In this paper, we investigate the hypothesis that plan recognition can significantly improve the performance of a casebased reinforcement learner in an adversarial action selectio...
Matthew Molineaux, David W. Aha, Gita Sukthankar