Abstract:
Robots are turning into a necessary segment of our today's life and have an
extraordinary potential in being used in our daily life activities, the objective ofthis
project is to develop a Humanoid chat Robot for educational institutes. This
autonomous Robot will have ability to recognize Human voice through which this
robot can interact with humans. Like, ifa human asks any question from this robot this
humanoid chat robot will answer accordingly.
This Humanoid chat Robot involves certain stages in development The First
Stage is to create Specific Data Set for the system the next and most important stage
is to train the system over Data set but before that we need to clean and pre-process
the data to remove noise and in the final Stage the motion and touch sensors will be
connected for the movement ofthe Robot.
In the first stage of development we have prepared the data set for the system,
after that the Data set is being used for learning of the system, the learning of the
system is done through artificial Supervised learning techniques, the core advantage
ofusing Supervised Machine Learning is to it necessitates that the algorithms potential
yields are now known, and that the data used to prepare the calculation is as of now
named with right answers.
During the development phase many issues were found such as searching of
statements in Data set so that the Robot can Respond accordingly, to overcome these
problem we have used two different machine learning algorithms including searching
algorithm to reduce complexity ofmatching and the classification algorithm to decide
whether an input statement meets a specific arrangement of criteria that warrant a
reaction to be produced from that rationale connector.
