Crowdsourcing platforms such as Amazon Mechanical Turk have become popular for a wide variety of human intelligence tasks; however, quality control continues to be a significant challenge. Recently, we propose TURKONTROL, a theoretical model based on POMDPs to optimize iterative, crowdsourced workflows. However, they neither describe how to learn the model parameters, nor show its effectiveness...

In order to transform three-dimensional space path planning into two-dimensional plane problem and greatly reduce the search time, an intelligent heuristic algorithm based on artificial intelligence is proposed. The analyzed introduced, A chosen. spatial environment model of picking robot investigated, a established by raster method. Then, considering whole day operation time divided several pe...

Emotional expression is an essential and important link in human social activities daily communication activities. Emotion recognition a technology that uses computer to recognize the emotion of recognized objects. When was born, research on mainly focused single-modal recognition. Single-modal has been most commonly used method. However, recent years, with continuous development science improv...

Artificial bee colony (ABC) algorithm is a swarm intelligence optimization algorithm inspired by the intelligent behavior of honey bees when searching for food sources. The various versions of the ABC algorithm have been widely used to solve continuous and discrete optimization problems in different fields. In this paper a new binary version of the ABC algorithm inspired by quantum computing, c...

Given the fragility of today’s intelligent systems, we consider the necessity of creativity in systems designed for artificial general intelligence. We examine an archetypical creativity “algorithm” suggested by Czikzentmihalyi in the context of computational systems, and, in particular consider the computability of such an algorithm. We argue that it is likely not computable, in the Turing sen...

In this paper a question of using artificial intelligence principles and an incomplete solution approach were explored for solving NP hard problems in the real-time systems using the maximum clique finding problem as an example. The incomplete solution is used to analyze different best known algorithms in the real-time environment, while artificial intelligence principles were implemented in a ...

Swarm intelligence is a research field that models the collective intelligence in swarms of insects or animals. Many algorithms that simulates these models have been proposed in order to solve a wide range of problems. The Artificial Bee Colony algorithm is one of the most recent swarm intelligence based algorithms which simulates the foraging behaviour of honey bee colonies. In this work, modi...