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140
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AAAI
1992
15 years 5 months ago
1992
It is often useful for a robot to construct a spatial representation of its environment from experiments and observations, in other words, to learn a map of its environment by exp...
152
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ATAL
2010
Springer
15 years 4 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...
156
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AROBOTS
2000
15 years 4 months ago
2000
Most of the straight-forward learning approaches in cooperative robotics imply for each learning robot a state space growth exponential in the number of team members. To remedy the...
141
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HCI
2009
15 years 2 months ago
2009
This work outlines the design process of a user centered learning object repository. A repository should foster the development and acquisition of both generic and specific informa...
212
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AIM
2011
14 years 8 months ago
2011
Transfer learning aims to solve new learning problems by extracting and making use of the common knowledge found in related domains. A key element of transfer learning is to ident...