ABSTRACT:

To make artificial creatures deliberately interact with their environment like living creatures, a behavior selection method mimicking living creatures thought mechanism is needed. For this purpose, there has been research based on probabilistic knowledge links between input (assumed fact) and target (behavior) symbols for reasoning. However, real intelligent creatures including human beings select a behavior based on the multi-criteria decision making process using the degree of consideration (DoC) for input symbols, i.e. will and context symbols, in their memory. In this paper, the DoC-based mechanism of thought (DoC-MoT) is proposed and applied to the behavior selection of artificial creatures. The knowledge links between input and behavior symbols are represented by the partial evaluation values of behaviors over each input symbol, and the degrees of consideration for input symbols are represented by the fuzzy measures. The proposed method selects a behavior through global evaluation by the fuzzy integral, as a multicriteria decision making process, of knowledge link strengths with respect to the fuzzy measure values. The effectiveness of the proposed behavior selection method is demonstrated by experiments carried out with a synthetic character Rity in the 3D virtual environment. The results show that the artificial creatures with various characteristics can be successfully created by the proposed DoC-MoT. Moreover, training the created artificial creatures to modify their characteristics was more efficient in the DoC-MoT than the probability-based mechanism of thought (P-MoT), both in terms of the number of parameters to be set and the amount of time consumed.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE :A Machine Learning Approach for Tracking and Predicting Student Performance in Degree Programs - 2018ABSTRACT:Accurately predicting students' future performance based on their ongoing academic records is crucial
PROJECT TITLE :Visualization, Selection, and Analysis of Traffic FlowsABSTRACT:Visualization of the trajectories of moving objects results in dense and cluttered images, that hinders exploration and understanding. It also hinders
PROJECT TITLE :Aging degree evaluation for paper-oil insulation using the recovery voltage methodABSTRACT:The paper presents new diagnostic method applied to assess aging degree for paper-oil insulation used in skilled electrical
PROJECT TITLE :SE 2014: Curriculum Guidelines for Undergraduate Degree Programs in Software EngineeringABSTRACT:Reviews the following books, Information-driven Modeling & Scientific Computation: Methods for Complex Systems & Big
PROJECT TITLE :Trust Degree Based Beamforming for MISO Cooperative Communication SystemABSTRACT:For a multiple-input-single-output (MISO) cooperative communication system, we have a tendency to consider a beamforming style problem

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry