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» Adapting Populations of Agents
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WSC
2004
15 years 7 months ago
Military Applications of Agent-Based Simulations
There continues to be increasing interest from a broad range of disciplines in agent-based and artificial life simulations. This includes the Department of Defense--which uses sim...
Thomas M. Cioppa, Thomas W. Lucas, Susan M. Sanche...
ESAW
2009
Springer
16 years 1 months ago
PreSage-MS: Metric Spaces in PreSage
Abstract. We consider adaptation in open systems, i.e. systems without global objects or common objectives. There are three related issues: how to make the degrees of freedom (DoFs...
Hugo Carr, Alexander Artikis, Jeremy Pitt
AAAI
2007
15 years 8 months ago
Integrated Introspective Case-Based Reasoning for Intelligent Tutoring Systems
Many intelligent tutoring systems (ITSs) have been developed, deployed, assessed, and proven to facilitate learning. However, most of these systems do not generally adapt to new c...
Leen-Kiat Soh
ATAL
2005
Springer
16 years 21 hour ago
Automatic computer game balancing: a reinforcement learning approach
Designing agents whose behavior challenges human players adequately is a key issue in computer games development. This work presents a novel technique, based on reinforcement lear...
Gustavo Andrade, Geber Ramalho, Hugo Santana, Vinc...
NIPS
2007
15 years 8 months ago
Computing Robust Counter-Strategies
Adaptation to other initially unknown agents often requires computing an effective counter-strategy. In the Bayesian paradigm, one must find a good counterstrategy to the inferre...
Michael Johanson, Martin Zinkevich, Michael H. Bow...