97
Voted
AAAI
2015
10 years 1 months ago
2015
Deductive reasoning and inductive learning are the most common approaches for deriving knowledge. In real world applications when data is dynamic and incomplete, especially those ...
193
Voted
AAAI
2015
10 years 1 months ago
2015
Colorization aims at recovering the original color of a monochrome image from only a few color pixels. A stateof-the-art approach is based on matrix completion, which assumes that...
AAAI
2015
10 years 1 months ago
2015
Concept learning is a central problem for cognitive systems. Generalization techniques can help organize examples by their commonalities, but comparisons with non-examples, near-m...
122
Voted
AAAI
2015
10 years 1 months ago
2015
Reinforcement learning for robot control tasks in continuous environments is a challenging problem due to the dimensionality of the state and action spaces, time and resource cost...
107
Voted
AAAI
2015
10 years 1 months ago
2015
Argumentation can be viewed as a process of generating explanations. However, existing argumentation semantics are developed for identifying acceptable arguments within a set, rat...