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» Using Learning in a Control Agent
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2007
Springer
14 years 2 months ago
Hybrid Agents Based Architecture on Automated Dynamic Environments
Abstract. This paper presents a hybrid agents based architecture that uses casebased reasoning and case-based planning systems as reasoning mechanism in deliberative BDI agents to ...
Dante I. Tapia, Javier Bajo, Juan M. Corchado, Sar...
ICML
2006
IEEE
14 years 8 months ago
Autonomous shaping: knowledge transfer in reinforcement learning
We introduce the use of learned shaping rewards in reinforcement learning tasks, where an agent uses prior experience on a sequence of tasks to learn a portable predictor that est...
George Konidaris, Andrew G. Barto
ATAL
2007
Springer
14 years 2 months ago
Sharing experiences to learn user characteristics in dynamic environments with sparse data
This paper investigates the problem of estimating the value of probabilistic parameters needed for decision making in environments in which an agent, operating within a multi-agen...
David Sarne, Barbara J. Grosz
CIRA
2007
IEEE
147views Robotics» more  CIRA 2007»
14 years 2 months ago
Local Online Support Vector Regression for Learning Control
—Support vector regression (SVR) is a class of machine learning technique that has been successfully applied to low-level learning control in robotics. Because of the large amoun...
Younggeun Choi, Shin-Young Cheong, Nicolas Schweig...
IVA
2009
Springer
14 years 18 days ago
A Groovy Virtual Drumming Agent
This paper presents an architecture for an intelligent virtual agent that imitates human drumming behaviour. Through imitation, the agent models the user-specific variations that ...
Axel Tidemann, Pinar Öztürk, Yiannis Dem...