ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
Humanoid robots are high-dimensional movement systems for which analytical system identification and control methods are insufficient due to unknown nonlinearities in the system s...
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
We describe a model of document citation that learns to identify hubs and authorities in a set of linked documents, such as pages retrieved from the world wide web, or papers retr...
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
This paper describes Pairwise Bisection: a nonparametric approach to optimizing a noisy function with few function evaluations. The algorithm uses nonparametric reasoning about si...
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
This paper investigates how behavioral cloning can be used to decrease training time for students learning to y on simulators. The challenges presented to each student must be tai...
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
We develop an intuitive geometric interpretation of the standard support vector machine (SVM) for classification of both linearly separable and inseparable data and provide a rigo...
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
Stochastic games are a generalization of MDPs to multiple agents, and can be used as a framework for investigating multiagent learning. Hu and Wellman (1998) recently proposed a m...
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
This paper introduces a foundation for inductive learning based on the use of higher-order logic for knowledge representation. In particular, the paper (i) provides a systematic i...