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135
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ICML
2010
IEEE
15 years 6 months ago
2010
IEEE
We consider the problem of multi-task reinforcement learning where the learner is provided with a set of tasks, for which only a small number of samples can be generated for any g...
135
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ASAP
2010
IEEE
15 years 5 months ago
2010
IEEE
Abstract—The demand for biomedical implants keeps increasing. However, most of the current implant design methodologies involve custom-ASIC design. The SiMS project aims to chang...
153
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ATAL
2010
Springer
15 years 5 months ago
2010
Springer
PAC-MDP algorithms approach the exploration-exploitation problem of reinforcement learning agents in an effective way which guarantees that with high probability, the algorithm pe...
138
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MM
2010
ACM
2010
ACM
Training data collection system for a learning-based photographic aesthetic quality inference engine
15 years 5 months ago
We present a novel data collection system deployed for the ACQUINE - Aesthetic Quality Inference Engine. The goal of the system is to collect online user opinions, both structured...
156
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MM
2010
ACM
15 years 5 months ago
2010
ACM
The problem of joint modeling the text and image components of multimedia documents is studied. The text component is represented as a sample from a hidden topic model, learned wi...