129
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ATAL
2015
Springer
9 years 11 months ago
2015
Springer
Transfer learning has proven to be a wildly successful approach for speeding up reinforcement learning. Techniques often use low-level information obtained in the source task to a...
131
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ATAL
2015
Springer
9 years 11 months ago
2015
Springer
Consider a good (such as a hotel room) which, if not sold on time, is worth nothing to the seller. For a customer who is considering a choice of such goods, their prices may chang...
108
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ATAL
2015
Springer
9 years 11 months ago
2015
Springer
Partially observable Markov decision processes (POMDPs) provide a natural framework to design applications that continuously make decisions based on noisy sensor measurements. The...
126
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ATAL
2015
Springer
9 years 11 months ago
2015
Springer
In this work we propose a decision-theoretic approach to Intelligent Tutoring Systems (ITSs) that seeks to alleviate the need for extensive development and hand-tuning in the desi...