Reinforcement Learning-based control using Q-learning and gravitational search algorithm with experimental validation on a nonlinear servo system

Enhancing Hyperheuristics for the Knapsack Problem through Fuzzy Logic

(2021) Frumen Olivas et al.   Computational Intelligence and Neuroscience

Deep neural networks-based classification optimization by reducing the feature dimensionality with the variants of gravitational search algorithm

(2021) Asha   INTERNATIONAL JOURNAL OF MODERN PHYSICS C

A novel reinforcement learning based grey wolf optimizer algorithm for unmanned aerial vehicles (UAVs) path planning

(2020) Chengzhi Qu et al.   APPLIED SOFT COMPUTING

Reinforcement learning based optimizer for improvement of predicting tunneling-induced ground responses

(2020) Pin Zhang et al.   ADVANCED ENGINEERING INFORMATICS

Evolving Fuzzy Models for Prosthetic Hand Myoelectric-Based Control

(2020) Radu-Emil Precup et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Reinforcement Learning-Based Control for Nonlinear Discrete-Time Systems with Unknown Control Directions and Control Constraints

(2020) Miao Huang et al.   NEUROCOMPUTING

Hybrid data-driven fuzzy active disturbance rejection control for tower crane systems

(2020) Raul-Cristian Roman et al.   EUROPEAN JOURNAL OF CONTROL

Fault tolerant tracking control for nonlinear systems with actuator failures through particle swarm optimization-based adaptive dynamic programming

(2020) Xi Liu et al.   APPLIED SOFT COMPUTING

Model-Free Control of Finger Dynamics in Prosthetic Hand Myoelectric-based Control Systems

(2020) Radu-Emil PRECUP et al.   Studies in Informatics and Control

Membership-function-dependent stability analysis and local controller design for T–S fuzzy systems: A space-enveloping approach

(2020) Hua Zheng et al.   INFORMATION SCIENCES

Deep reinforcement learning enabled self-learning control for energy efficient driving

(2019) Xuewei Qi et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics

(2019) Eneko Osaba et al.   APPLIED SOFT COMPUTING

Generic Evolving Self-Organizing Neuro-Fuzzy Control of Bio-Inspired Unmanned Aerial Vehicles

(2019) Md Meftahul Ferdaus et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Adjacent-Agent Dynamic Linearization-Based Iterative Learning Formation Control

(2019) Ronghu Chi et al.   IEEE Transactions on Cybernetics

Optimal control of HVAC and window systems for natural ventilation through reinforcement learning

(2018) Yujiao Chen et al.   ENERGY AND BUILDINGS

Interval type-2 fuzzy logic for dynamic parameter adaptation in a modified gravitational search algorithm

(2018) Frumen Olivas et al.   INFORMATION SCIENCES

Particle swarm optimization for generating interpretable fuzzy reinforcement learning policies

(2017) Daniel Hein et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Deep Reinforcement Learning: A Brief Survey

(2017) Kai Arulkumaran et al.   IEEE SIGNAL PROCESSING MAGAZINE

Grey Wolf Optimizer Algorithm-Based Tuning of Fuzzy Control Systems With Reduced Parametric Sensitivity

(2017) Radu-Emil Precup et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Fuzzy Logic Is Not Fuzzy: World-renowned Computer Scientist Lotfi A. Zadeh

(2017) Ioan Dzitac et al.   International Journal of Computers Communications & Control

How effective is the Grey Wolf optimizer in training multi-layer perceptrons

(2015) Seyedali Mirjalili   APPLIED INTELLIGENCE

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Gravitational search algorithm-based design of fuzzy control systems with a reduced parametric sensitivity

(2013) Radu-Codruţ David et al.   INFORMATION SCIENCES

Reinforcement Learning and Feedback Control: Using Natural Decision Methods to Design Optimal Adaptive Controllers

(2012)   IEEE CONTROL SYSTEMS MAGAZINE

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

(2011) Joaquín Derrac et al.   Swarm and Evolutionary Computation

GSA: A Gravitational Search Algorithm

(2009) Esmat Rashedi et al.   INFORMATION SCIENCES

BGSA: binary gravitational search algorithm

(2009) Esmat Rashedi et al.   Natural Computing