2566 search results - page 78 / 514 » Relating reinforcement learning performance to classificatio... |
166
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BVAI
2007
Springer
15 years 6 months ago
2007
Springer
We tested the efficiency of category learning when participants are provided only with pairs of objects, known to belong either to the same class (Positive Equivalence Constraints ...
112
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ATAL
2010
Springer
15 years 2 days 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...
SDM
2008
SIAM
15 years 1 months ago
2008
SIAM
In many multiclass learning scenarios, the number of classes is relatively large (thousands,...), or the space and time efficiency of the learning system can be crucial. We invest...
113
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AGENTS
1999
Springer
15 years 4 months ago
1999
Springer
We consider the problem of how to design large decentralized multiagent systems (MAS’s) in an automated fashion, with little or no hand-tuning. Our approach has each agent run a...
CHI
2008
ACM
16 years 7 days ago
2008
ACM
Adaptive personalization, where the system adapts the interface to a user's needs, has the potential for significant performance benefits on small screen devices. However, re...