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» Simplifying the Development of Intelligent Agents
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AAAI
2010
15 years 1 months ago
Bayesian Policy Search for Multi-Agent Role Discovery
Bayesian inference is an appealing approach for leveraging prior knowledge in reinforcement learning (RL). In this paper we describe an algorithm for discovering different classes...
Aaron Wilson, Alan Fern, Prasad Tadepalli
117
Voted
IAT
2006
IEEE
15 years 6 months ago
Extensibility and Reuse in an Agent-Based Dialogue Model
Most existing dialogue systems have been developed specifically for some predefined task domain(s), thus the issues of extensibility and reuse of the dialogue model are often no...
Anh Nguyen, Wayne Wobcke
PRICAI
2004
Springer
15 years 6 months ago
Model Theory for PRS-Like Agents: Modelling Belief Update and Action Attempts
In this paper, we extend our earlier work on modelling the mental states of PRS-like agents by considering the dynamics of belief and modelling of action attempts. The major constr...
Wayne Wobcke
AMKM
2003
Springer
15 years 5 months ago
Improving Organizational Memory through Agents for Knowledge Discovery in Database
In this article we describe a computational architecture called MC2 that brings together a set of tools that contribute to the knowledge management process by allowing for the cre...
João José Vasco Furtado, Viní...
122
Voted
MABS
1998
Springer
15 years 4 months ago
Agent-Based Modeling vs. Equation-Based Modeling: A Case Study and Users' Guide
In many domains, agent-based system modeling competes with equation-based approaches that identify system variables and evaluate or integrate sets of equations relating these varia...
H. Van Dyke Parunak, Robert Savit, Rick L. Riolo