360 search results - page 31 / 72 » Combining Learned Discrete and Continuous Action Models |
151
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IROS
2008
IEEE
15 years 10 months ago
2008
IEEE
— A long cherished goal in artificial intelligence has been the ability to endow a robot with the capacity to learn and generalize skills from watching a human teacher. Such an ...
136
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ATAL
2009
Springer
15 years 11 months ago
2009
Springer
Improving the sample efficiency of reinforcement learning algorithms to scale up to larger and more realistic domains is a current research challenge in machine learning. Model-ba...
157
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RTSS
2003
IEEE
15 years 9 months ago
2003
IEEE
We describe the Timed Input/Output Automata (TIOA) framework, a general mathematical framework for modeling and analyzing real-time systems. It is based on timed I/O automata, whi...
122
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ICANN
2007
Springer
15 years 10 months ago
2007
Springer
Abstract. We present a novel approach to structure learning for graphical models. By using nonparametric estimates to model clique densities in decomposable models, both discrete a...
130
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ICDM
2007
IEEE
15 years 10 months ago
2007
IEEE
We present a machine learning methodology (models, algorithms, and experimental data) to discovering the agent dynamics that drive the evolution of the social groups in a communit...