593 search results - page 2 / 119 » Dealing with different distributions in learning from |
KDD
1994
ACM
13 years 9 months ago
1994
ACM
This paper discusses the problem of knowledge discovery in image databases with particular focus on the issues which arise when absolute ground truth is not available. It is often...
ICML
2007
IEEE
14 years 6 months ago
2007
IEEE
In supervised learning, we commonly assume that training and test data are sampled from the same distribution. However, this assumption can be violated in practice and then standa...
ATAL
2009
Springer
2009
Springer
Effective solutions for real-world Stackelberg games: when agents must deal with human uncertainties
13 years 12 months ago
How do we build multiagent algorithms for agent interactions with human adversaries? Stackelberg games are natural models for many important applications that involve human intera...
ICMAS
2000
13 years 6 months ago
2000
Multi-agent systems exploiting case based reasoning techniques have to deal with the problem of retrieving episodes that are themselves distributed across a set of agents. From a ...
ICML
2006
IEEE
14 years 6 months ago
2006
IEEE
We introduce relational temporal difference learning as an effective approach to solving multi-agent Markov decision problems with large state spaces. Our algorithm uses temporal ...