Reinforcement learning in robotic applications: a comprehensive survey

B Singh, R Kumar, VP Singh - Artificial Intelligence Review, 2022 - Springer
In recent trends, artificial intelligence (AI) is used for the creation of complex automated
control systems. Still, researchers are trying to make a completely autonomous system that …

A comprehensive review on type 2 fuzzy logic applications: Past, present and future

K Mittal, A Jain, KS Vaisla, O Castillo… - … Applications of Artificial …, 2020 - Elsevier
In this paper a concise overview of the work that has been done by various researchers in
the area of type-2 fuzzy logic is analyzed and discussed. Type-2 fuzzy systems have been …

[PDF][PDF] Mobile robot navigation and obstacle avoidance techniques: A review

A Pandey, S Pandey, DR Parhi - Int Rob Auto J, 2017 - researchgate.net
Mobile robot is an autonomous agent capable of navigating intelligently anywhere using
sensor-actuator control techniques. The applications of the autonomous mobile robot in …

A survey on industrial applications of fuzzy control

RE Precup, H Hellendoorn - Computers in industry, 2011 - Elsevier
Fuzzy control has long been applied to industry with several important theoretical results
and successful results. Originally introduced as model-free control design approach, model …

A review on interval type-2 fuzzy logic applications in intelligent control

O Castillo, P Melin - Information Sciences, 2014 - Elsevier
A review of the applications of interval type-2 fuzzy logic in intelligent control has been
considered in this paper. The fundamental focus of the paper is based on the basic reasons …

A new robot navigation algorithm based on a double-layer ant algorithm and trajectory optimization

H Yang, J Qi, Y Miao, H Sun, J Li - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper presents an efficient double-layer ant colony optimization algorithm, called DL-
ACO, for autonomous robot navigation. This DL-ACO consists of two ant colony algorithms …

Parallel elite genetic algorithm and its application to global path planning for autonomous robot navigation

CC Tsai, HC Huang, CK Chan - IEEE Transactions on Industrial …, 2011 - ieeexplore.ieee.org
This paper presents a parallel elite genetic algorithm (PEGA) and its application to global
path planning for autonomous mobile robots navigating in structured environments. This …

A review on the design and optimization of interval type-2 fuzzy controllers

O Castillo, P Melin - Applied Soft Computing, 2012 - Elsevier
A review of the methods used in the design of interval type-2 fuzzy controllers has been
considered in this work. The fundamental focus of the work is based on the basic reasons for …

Design of a novel mixed interval type-2 fuzzy logic controller for 2-DOF robot manipulator with payload

A Kumar, R Raj, A Kumar, B Verma - Engineering Applications of Artificial …, 2023 - Elsevier
This paper investigates a novel coupling-based mixed interval type-2 fuzzy logic controller
(MIT2FLC) for trajectory tracking problems of highly nonlinear and complex robot …

Optimization of type-2 fuzzy systems based on bio-inspired methods: A concise review

O Castillo, P Melin - Information Sciences, 2012 - Elsevier
A review of the optimization methods used in the design of type-2 fuzzy systems, which are
relatively novel models of imprecision, has been considered in this work. The fundamental …