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» Modeling Social Action for AI Agents
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AAAI
2010
15 years 16 hour ago
The Model-Based Approach to Autonomous Behavior: A Personal View
The selection of the action to do next is one of the central problems faced by autonomous agents. In AI, three approaches have been used to address this problem: the programming-b...
Hector Geffner
AI
2007
Springer
14 years 10 months ago
Learning action models from plan examples using weighted MAX-SAT
AI planning requires the definition of action models using a formal action and plan description language, such as the standard Planning Domain Definition Language (PDDL), as inp...
Qiang Yang, Kangheng Wu, Yunfei Jiang
KI
2009
Springer
15 years 5 months ago
On Defaults in Action Theories
Abstract. We study the integration of two prominent fields of logicbased AI: action formalisms and non-monotonic reasoning. The resulting framework allows an agent employing an ac...
Hannes Strass, Michael Thielscher
ATAL
2008
Springer
15 years 17 days ago
Reinforcement learning for DEC-MDPs with changing action sets and partially ordered dependencies
Decentralized Markov decision processes are frequently used to model cooperative multi-agent systems. In this paper, we identify a subclass of general DEC-MDPs that features regul...
Thomas Gabel, Martin A. Riedmiller
IVEVA
2004
14 years 12 months ago
Interaction Modeling with Artificial Life Agents
In this work, an interaction model between artificial life agents (creatures) is proposed, which allows studying emergent social behavior of agents. This model describes the enviro...
Ernesto Germán-Soto, Leonid Sheremetov, Chr...