162
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ILP
15 years 6 months ago
2007 Springer 
Abstract. Many reinforcement learning domains are highly relational. While traditional temporal-difference methods can be applied to these domains, they are limited in their capaci...
ILP
15 years 6 months ago
2007 Springer 
Abstract. Despite the considerable success of Inductive Logic Programming, deployed ILP systems still have efficiency problems when applied to complex problems. Several techniques ...
102
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ILP
15 years 6 months ago
2007 Springer 
The management of business processes has recently received a lot of attention. One of the most interesting problems is the description of a process model in a language that allows ...
101
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ILP
15 years 6 months ago
2007 Springer 
In reinforcement learning problems, an agent has the task of learning a good or optimal strategy from interaction with his environment. At the start of the learning task, the agent...
ILP
15 years 6 months ago
2007 Springer
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
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Automated Reasoning