AAAI
2015
8 years 6 months ago
2015
Many AI applications involve the interaction of multiple autonomous agents, requiring those agents to reason about their own beliefs, as well as those of other agents. However, pl...
AAAI
2015
8 years 6 months ago
2015
This paper describes an end-to-end learning framework that allows a novice to create a model from data easily by helping structure the model building process and capturing extende...
AAAI
2015
8 years 6 months ago
2015
In a recent position paper in Artificial Intelligence, we argued that the automated planning research literature has underestimated the importance and difficulty of deliberative...
AAAI
2015
8 years 6 months ago
2015
Markov Logic is a powerful representation that unifies first-order logic and probabilistic graphical models. However, scaling-up inference in Markov Logic Networks (MLNs) is extr...
AAAI
2015
8 years 6 months ago
2015
Planning in large partially observable Markov decision processes (POMDPs) is challenging especially when a long planning horizon is required. A few recent algorithms successfully ...
AAAI
2015
8 years 6 months ago
2015
AAAI
2015
8 years 6 months ago
2015
Pruning techniques have recently been shown to speed up search algorithms by reducing the branching factor of large search spaces. One such technique is sleep sets, which were ori...
AAAI
2015
8 years 6 months ago
2015
Due to the simplicity and efficiency, many hashing methods have recently been developed for large-scale similarity search. Most of the existing hashing methods focus on mapping l...
CLIMA
2013
9 years 4 months ago
2013
Abstract. In argumentation theory, argumentation schemes are abstract argument forms expressed in natural language, commonly used in everyday conversational argumentation. In compu...
AAAI
2012
12 years 1 days ago
2012
In many real applications, especially those involving data objects with complicated semantics, it is generally desirable to discover the relation between patterns in the input spa...