ICML
2000
IEEE
15 years 15 days 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
15 years 15 days 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
15 years 15 days ago
2000
IEEE
ICML
2000
IEEE
15 years 15 days 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
15 years 15 days 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
15 years 15 days ago
2000
IEEE
ICML
2000
IEEE
15 years 15 days ago
2000
IEEE
ICML
2000
IEEE
15 years 15 days 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
15 years 15 days 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
15 years 15 days 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...