ICML
1995
IEEE
13 years 8 months ago
1995
IEEE
Systems that learn from examples often create a disjunctive concept definition. Small disjuncts are those disjuncts which cover only a few training examples. The problem with sma...
ICML
1995
IEEE
13 years 8 months ago
1995
IEEE
In this paper we describe an Information Retrieval problem called collection fusion. The collection fusion problem is to maximize the number of relevant natural language documents...
ICML
1995
IEEE
13 years 8 months ago
1995
IEEE
ICML
1995
IEEE
13 years 8 months ago
1995
IEEE
ICML
1995
IEEE
14 years 5 months ago
1995
IEEE
This paper describes an approach to automatically learn planning operators by observing expert solution traces and to further refine the operators through practice in a learning-b...
ICML
1995
IEEE
14 years 5 months ago
1995
IEEE
ICML
1995
IEEE
14 years 5 months ago
1995
IEEE
Partially observable Markov decision processes (pomdp's) model decision problems in which an agent tries to maximize its reward in the face of limited and/or noisy sensor fee...
ICML
1995
IEEE
14 years 5 months ago
1995
IEEE
In the single rent-to-buy decision problem, without a priori knowledge of the amount of time a resource will be used we need to decide when to buy the resource, given that we can ...
ICML
1995
IEEE
14 years 5 months ago
1995
IEEE
ICML
1995
IEEE
14 years 5 months ago
1995
IEEE
The success ofreinforcement learninginpractical problems depends on the ability to combine function approximation with temporal di erence methods such as value iteration. Experime...