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AAAI
2008
14 years 12 months ago
2008
Multi-category classification of short dialogues is a common task performed by humans. When assigning a question to an expert, a customer service operator tries to classify the cu...
ICML
2006
IEEE
15 years 10 months ago
2006
IEEE
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...
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Voted
ICCBR
2005
Springer
2005
Springer
Evaluating the Effectiveness of Exploration and Accumulated Experience in Automatic Case Elicitation
15 years 3 months ago
Non-learning problem solvers have been applied to many interesting and complex domains. Experience-based learning techniques have been developed to augment the capabilities of cert...
ICCBR
2009
Springer
15 years 4 months ago
2009
Springer
Positive transfer learning (TL) occurs when, after gaining experience from learning how to solve a (source) task, the same learner can exploit this experience to improve performanc...
ISPW
2006
IEEE
15 years 3 months ago
2006
IEEE
Software engineering has learned a great deal about how to create clear and precise process definitions, and how to use them to improve final software products. This paper suggest...