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152
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AIIDE
2008
15 years 8 months ago
2008
We introduce the ALeRT (Action-dependent Learning Rates with Trends) algorithm that makes two modifications to the learning rate and one change to the exploration rate of traditio...
190
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ICRA
2010
IEEE
15 years 4 months ago
2010
IEEE
— Reinforcement learning (RL) algorithms have long been promising methods for enabling an autonomous robot to improve its behavior on sequential decision-making tasks. The obviou...
181
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MCS
2009
Springer
15 years 11 months ago
2009
Springer
We have recently introduced an incremental learning algorithm, Learn++ .NSE, for Non-Stationary Environments, where the data distribution changes over time due to concept drift. Le...
154
Voted
CSEE
2008
Springer
2008
Springer
Improving Knowledge Acquisition in Capstone Projects Using Learning Spaces for Experiential Learning
15 years 8 months ago
Students have to cope with new technologies, changing environments, and conflicting changes in capstone projects. They often lack practical experience, which might lead to failing...
186
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IUI
1997
ACM
15 years 10 months ago
1997
ACM
Intelligentlearning environments that support constructivism shouldprovideactivelearningexperiencesthatarecustomized for individuallearners. To do so, they must determine learner ...