标题
Optimal active particle navigation meets machine learning
(a)
作者
关键词
-
出版物
EPL
Volume 142, Issue 1, Pages 17001
出版商
IOP Publishing
发表日期
2023-03-09
DOI
10.1209/0295-5075/acc270
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Reinforcement learning for pursuit and evasion of microswimmers at low Reynolds number
- (2022) Francesco Borra et al. Physical Review Fluids
- Optimizing low-Reynolds-number predation via optimal control and reinforcement learning
- (2022) Guangpu Zhu et al. JOURNAL OF FLUID MECHANICS
- Reinforcement learning of optimal active particle navigation
- (2022) Mahdi Nasiri et al. NEW JOURNAL OF PHYSICS
- Searching for a source without gradients: how good is infotaxis and how to beat it
- (2022) Aurore Loisy et al. PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
- Gait switching and targeted navigation of microswimmers via deep reinforcement learning
- (2022) Zonghao Zou et al. Communications Physics
- Ray Optics for Gliders
- (2022) Tyler D. Ross et al. ACS Nano
- Optimal navigation of microswimmers in complex and noisy environments
- (2022) Lorenzo Piro et al. NEW JOURNAL OF PHYSICS
- Efficiency of navigation strategies for active particles in rugged landscapes
- (2022) Lorenzo Piro et al. Frontiers in Physics
- Target Search of Active Agents Crossing High Energy Barriers
- (2021) Luigi Zanovello et al. PHYSICAL REVIEW LETTERS
- Hydrodynamics can determine the optimal route for microswimmer navigation
- (2021) Abdallah Daddi-Moussa-Ider et al. Communications Physics
- Microswimmers learning chemotaxis with genetic algorithms
- (2021) Benedikt Hartl et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Reinforcement learning with artificial microswimmers
- (2021) S. Muiños-Landin et al. Science Robotics
- Optimal navigation strategy of active Brownian particles in target-search problems
- (2021) Luigi Zanovello et al. JOURNAL OF CHEMICAL PHYSICS
- Olfactory Sensing and Navigation in Turbulent Environments
- (2021) Gautam Reddy et al. Annual Review of Condensed Matter Physics
- Learning efficient navigation in vortical flow fields
- (2021) Peter Gunnarson et al. Nature Communications
- Quantitative reconstruction of formation paleo-pressure in sedimentary basins and case studies
- (2020) Nansheng Qiu et al. Science China-Earth Sciences
- Cancer Cells Microsurgery via Asymmetric Bent Surface Au/Ag/Ni Microrobotic Scalpels Through a Transversal Rotating Magnetic Field
- (2020) Jan Vyskočil et al. ACS Nano
- Self-learning how to swim at low Reynolds number
- (2020) Alan Cheng Hou Tsang et al. Physical Review Fluids
- Realization of a motility-trap for active particles
- (2020) Soudeh Jahanshahi et al. Communications Physics
- Animal Navigation: The Mystery of Open Ocean Orientation
- (2020) Ana M.M. Sequeira CURRENT BIOLOGY
- Feedback-controlled active brownian colloids with space-dependent rotational dynamics
- (2020) Miguel Angel Fernandez-Rodriguez et al. Nature Communications
- Mastering Atari, Go, chess and shogi by planning with a learned model
- (2020) Julian Schrittwieser et al. NATURE
- Autonomous navigation of stratospheric balloons using reinforcement learning
- (2020) Marc G. Bellemare et al. NATURE
- Recent Advances in Microswimmers for Biomedical Applications
- (2020) Ada-Ioana Bunea et al. Micromachines
- 3D-Printed Biodegradable Microswimmer for Theranostic Cargo Delivery and Release
- (2019) Hakan Ceylan et al. ACS Nano
- Group formation and cohesion of active particles with visual perception–dependent motility
- (2019) François A. Lavergne et al. SCIENCE
- Intrinsically motivated collective motion
- (2019) Henry J. Charlesworth et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Zermelo’s problem: Optimal point-to-point navigation in 2D turbulent flows using reinforcement learning
- (2019) L. Biferale et al. CHAOS
- Self-Propelled Rods: Insights and Perspectives for Active Matter
- (2019) Markus Bär et al. Annual Review of Condensed Matter Physics
- An Active Approach to Colloidal Self-Assembly
- (2018) Stewart A. Mallory et al. Annual Review of Physical Chemistry
- Stimulus sensing and signal processing in bacterial chemotaxis
- (2018) Shuangyu Bi et al. CURRENT OPINION IN MICROBIOLOGY
- Motion Control and Motion Coordination of Bionic Robotic Fish: A Review
- (2018) Junzhi Yu et al. Journal of Bionic Engineering
- Viscotaxis : Microswimmer Navigation in Viscosity Gradients
- (2018) Benno Liebchen et al. PHYSICAL REVIEW LETTERS
- Hydrodynamic theory of active matter
- (2018) Frank Jülicher et al. REPORTS ON PROGRESS IN PHYSICS
- Active cargo transport with Janus colloidal shuttles using electric and magnetic fields
- (2018) Ahmet F. Demirörs et al. Soft Matter
- Controlled Mechanical Motions of Microparticles in Optical Tweezers
- (2018) Jing Liu et al. Micromachines
- Glider soaring via reinforcement learning in the field
- (2018) Gautam Reddy et al. NATURE
- Active particles bound by information flows
- (2018) Utsab Khadka et al. Nature Communications
- Smart inertial particles
- (2018) Simona Colabrese et al. Physical Review Fluids
- Synthetic Chemotaxis and Collective Behavior in Active Matter
- (2018) Benno Liebchen et al. ACCOUNTS OF CHEMICAL RESEARCH
- Algorithms for Olfactory Search across Species
- (2018) Keeley L. Baker et al. JOURNAL OF NEUROSCIENCE
- A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
- (2018) David Silver et al. SCIENCE
- Finding efficient swimming strategies in a three-dimensional chaotic flow by reinforcement learning
- (2017) K. Gustavsson et al. EUROPEAN PHYSICAL JOURNAL E
- Deep Reinforcement Learning: A Brief Survey
- (2017) Kai Arulkumaran et al. IEEE SIGNAL PROCESSING MAGAZINE
- Mastering the game of Go without human knowledge
- (2017) David Silver et al. NATURE
- Flow Navigation by Smart Microswimmers via Reinforcement Learning
- (2017) Simona Colabrese et al. PHYSICAL REVIEW LETTERS
- The topography of the environment alters the optimal search strategy for active particles
- (2017) Giorgio Volpe et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Chemotaxis and autochemotaxis of self-propelling droplet swimmers
- (2017) Chenyu Jin et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Assembly and Transport of Microscopic Cargos via Reconfigurable Photoactivated Magnetic Microdockers
- (2017) Fernando Martinez-Pedrero et al. Small
- Spatial heterogeneity can facilitate the target search of self-propelled particles
- (2017) Jiajun Wang et al. Soft Matter
- Designing Micro- and Nanoswimmers for Specific Applications
- (2016) Jaideep Katuri et al. ACCOUNTS OF CHEMICAL RESEARCH
- Emergent self-organization in active materials
- (2016) Michael F Hagan et al. CURRENT OPINION IN CELL BIOLOGY
- Active colloids in complex fluids
- (2016) Alison E. Patteson et al. CURRENT OPINION IN COLLOID & INTERFACE SCIENCE
- Collective dynamics of dipolar and multipolar colloids: From passive to active systems
- (2016) Sabine H.L. Klapp CURRENT OPINION IN COLLOID & INTERFACE SCIENCE
- Active colloids: Progress and challenges towards realising autonomous applications
- (2016) S.J. Ebbens CURRENT OPINION IN COLLOID & INTERFACE SCIENCE
- Near Infrared Light-Powered Janus Mesoporous Silica Nanoparticle Motors
- (2016) Mingjun Xuan et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Mastering the game of Go with deep neural networks and tree search
- (2016) David Silver et al. NATURE
- Programmable artificial phototactic microswimmer
- (2016) Baohu Dai et al. Nature Nanotechnology
- Unstable fronts and motile structures formed by microrollers
- (2016) Michelle Driscoll et al. Nature Physics
- Active Particles in Complex and Crowded Environments
- (2016) Clemens Bechinger et al. REVIEWS OF MODERN PHYSICS
- Trochoidal trajectories of self-propelled Janus particles in a diverging laser beam
- (2016) Henrique Moyses et al. Soft Matter
- Swimming Droplets
- (2016) Corinna C. Maass et al. Annual Review of Condensed Matter Physics
- Phototaxis of synthetic microswimmers in optical landscapes
- (2016) Celia Lozano et al. Nature Communications
- Highly Efficient Light-Driven TiO2–Au Janus Micromotors
- (2015) Renfeng Dong et al. ACS Nano
- An Optically Driven Bistable Janus Rotor with Patterned Metal Coatings
- (2015) Yiwu Zong et al. ACS Nano
- Multirobot Cooperative Learning for Predator Avoidance
- (2015) Hung Manh La et al. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
- Modeling Optimal Strategies for Finding a Resource-Linked, Windborne Odor Plume: Theories, Robotics, and Biomimetic Lessons from Flying Insects
- (2015) Josep Bau et al. INTEGRATIVE AND COMPARATIVE BIOLOGY
- Active colloidal suspensions: Clustering and phase behavior
- (2015) Julian Bialké et al. JOURNAL OF NON-CRYSTALLINE SOLIDS
- Tuned, driven, and active soft matter
- (2015) Andreas M. Menzel PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS
- Physics of microswimmers—single particle motion and collective behavior: a review
- (2015) J Elgeti et al. REPORTS ON PROGRESS IN PHYSICS
- Lévy walks
- (2015) V. Zaburdaev et al. REVIEWS OF MODERN PHYSICS
- Motility-Induced Phase Separation
- (2015) Michael E. Cates et al. Annual Review of Condensed Matter Physics
- An Optically Controlled Microscale Elevator Using Plasmonic Janus Particles
- (2015) Spas Nedev et al. ACS Photonics
- Chemically Powered Micro- and Nanomotors
- (2014) Samuel Sánchez et al. ANGEWANDTE CHEMIE-INTERNATIONAL EDITION
- Geometric Reinforcement Learning for Path Planning of UAVs
- (2013) Baochang Zhang et al. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
- A survey on coverage path planning for robotics
- (2013) Enric Galceran et al. ROBOTICS AND AUTONOMOUS SYSTEMS
- Living Crystals of Light-Activated Colloidal Surfers
- (2013) J. Palacci et al. SCIENCE
- Intelligent, self-powered, drug delivery systems
- (2012) Debabrata Patra et al. Nanoscale
- Persistent Robotic Tasks: Monitoring and Sweeping in Changing Environments
- (2011) Stephen L. Smith et al. IEEE Transactions on Robotics
- Minimum-Time Path Planning for Unmanned Aerial Vehicles in Steady Uniform Winds
- (2009) Laszlo Techy et al. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS
- Navigational Strategies Used by Insects to Find Distant, Wind-Borne Sources of Odor
- (2008) Ring T. Cardé et al. JOURNAL OF CHEMICAL ECOLOGY
- Scaling laws of marine predator search behaviour
- (2008) David W. Sims et al. NATURE
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