A deep reinforcement learning based searching method for source localization

Searching the diffusive source in an unknown obstructed environment by cognitive strategies with forbidden areas

(2020) Yong Zhao et al.   BUILDING AND ENVIRONMENT

Reinforcement learning-based cell selection in sparse mobile crowdsensing

(2019) Wenbin Liu et al.   Computer Networks

Decentralised multi-platform search for a hazardous source in a turbulent flow

(2019) Branko Ristic et al.   Information Fusion

Entrotaxis as a strategy for autonomous search and source reconstruction in turbulent conditions

(2018) Michael Hutchinson et al.   Information Fusion

AA-DBSCAN: an approximate adaptive DBSCAN for finding clusters with varying densities

(2018) Jeong-Hun Kim et al.   JOURNAL OF SUPERCOMPUTING

Information-Based Search for an Atmospheric Release Using a Mobile Robot: Algorithm and Experiments

(2018) Michael Hutchinson et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Application and improvement of swarm intelligence optimization algorithm in gas emission source identification in atmosphere

(2018) Denglong Ma et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Odor source localization algorithms on mobile robots: A review and future outlook

(2018) Xin-xing Chen et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

A review of source term estimation methods for atmospheric dispersion events using static or mobile sensors

(2017) Michael Hutchinson et al.   Information Fusion

A study of cognitive strategies for an autonomous search

(2016) Branko Ristic et al.   Information Fusion

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

A finite-time particle swarm optimization algorithm for odor source localization

(2014) Qiang Lu et al.   INFORMATION SCIENCES

Gas source localization with a micro-drone using bio-inspired and particle filter-based algorithms

(2013) Patrick P. Neumann et al.   ADVANCED ROBOTICS

Algorithm to determine ε-distance parameter in density based clustering

(2013) Sunita Jahirabadkar et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Comparing Insect-Inspired Chemical Plume Tracking Algorithms Using a Mobile Robot

(2008) D.J. Harvey et al.   IEEE Transactions on Robotics

Information driven localisation of a radiological point source

(2007) Branko Ristic et al.   Information Fusion