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Adaptive continuous‐space informative path planning for online environmental monitoring

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Persistent ocean monitoring with underwater gliders: Adapting sampling resolution
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Autonomous Aerial Water Sampling
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Autonomous Exploration and Motion Planning for an Unmanned Aerial Vehicle Navigating Rivers
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A Practical Guide to Splines
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An analysis of approximations for maximizing submodular set functions—I
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Continuous trajectory planning of mobile sensors for informative forecasting
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Seasonal patterns of microcystin-producing and non-producing Planktothrix rubescens genotypes in a deep pre-alpine lake
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Our current understanding of lake ecosystem response to climate change: What have we really learned from the north temperate deep lakes?
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Field testing of robotic technologies to support ground ice prospecting in martian polygonal terrain
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Cyanobacterial toxins: risk management for health protection
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Harmful filamentous cyanobacteria favoured by reduced water turnover with lake warming
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Light‐dependent growth rate determines changes in the population of Planktothrix rubescens over the annual cycle in Lake Zürich, Switzerland
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A frontier-based approach for autonomous exploration
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Fully autonomous focused exploration for robotic environmental monitoring
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Bayesian Optimisation for informative continuous path planning
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2014 IEEE International Conference on Robotics and Automation (ICRA)
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2023 IEEE International Conference on Robotics and Automation (ICRA)
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Path Planning of Autonomous Underwater Vehicles for Adaptive Sampling Using Mixed Integer Linear Programming
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USC CINAPS Builds Bridges
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Robots for Environmental Monitoring: Significant Advancements and Applications
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Volcanic Environments: Robots for Exploration and Measurement
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Autonomous Inland Water Monitoring: Design and Application of a Surface Vessel
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Autonomous Gas-Sensitive Microdrone: Wind Vector Estimation and Gas Distribution Mapping
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A Recursive Greedy Algorithm for Walks in Directed Graphs
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Planning Smooth and Obstacle-Avoiding B-Spline Paths for Autonomous Mining Vehicles
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Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting
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2011 IEEE International Conference on Robotics and Automation (ICRA 2011)
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IEEE Vehicular Technology Conference
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Tara Oceans studies plankton at planetary scale
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Submodularity and its applications in optimized information gathering
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Completely Derandomized Self-Adaptation in Evolution Strategies
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Sampling-based algorithms for optimal motion planning
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Optimizing waypoints for monitoring spatiotemporal phenomena
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On mutual information-based control of range sensing robots for mapping applications
inferredcites →https://doi.org/10.1177/0278364914533443openalex-snapshot
Sampling-based robotic information gathering algorithms
inferredcites →https://doi.org/10.1177/0278364915596378openalex-snapshot
Adaptive informative path planning in metric spaces
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An Effective Heuristic Algorithm for the Traveling-Salesman Problem
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An Exact Algorithm for Maximum Entropy Sampling
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Information-Theoretic Planning with Trajectory Optimization for Dense 3D Mapping
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On-Line Path Generation for Unmanned Aerial Vehicles Using B-Spline Path Templates
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Toxic cyanobacteria in water. A guide to their public health consequences, monitoring, and management
inferredcites →https://doi.org/10.4319/lo.2011.56.1.0097openalex-snapshot
Quantitative dominance of seasonally persistent filamentous cyanobacteria (Planktothrix rubescens) in the microbial assemblages of a temperate lake
inferredcites →https://doi.org/10.4319/lo.2013.58.5.1892openalex-snapshot
Short‐term displacement of Planktothrix rubescens (cyanobacteria) in a pre‐alpine lake observed using an autonomous sampling platform
inferredcites →https://doi.org/10.48550/arxiv.1012.2599openalex-snapshot
A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning
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Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies
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The 2011 IEEE International Conference on Robotics and Automation (ICRA2011)

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Robotic Learning for Informative Path Planning
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Adaptive sampling with an autonomous underwater vehicle in static marine environments
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Adaptive Visual Information Gathering for Autonomous Exploration of Underwater Environments
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Adaptive Sampling of a Stationary Gaussian Spatial Process by a Team of Robots With Heterogeneous Dynamics and Measurement Noise Variance
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Efficient Chlorophyll Prediction and Sampling in the Sea: A Real-Time Approach With UCB-Based Path Planning
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GOSSIPP: Graph and Observability-Based Signal Synchronized Informative Path Planning for Active Localization of Benthic Fauna
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Intent-based Deep Reinforcement Learning for Multi-agent Informative Path Planning
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Bid Prediction for Multi-Robot Exploration with Disrupted Communications
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Risk-Aware Informative Path Planning for Information Gathering of a 3D Surface
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An Informative Path Planning Framework for Active Learning in UAV-Based Semantic Mapping
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Informative Path Planning for Active Regression With Gaussian Processes via Sparse Optimization
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Design and Implementation of Autonomous Surface Vehicle for Inland Water
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Transdisciplinary Approaches in Robotics for Social Innovation: Addressing Climate Change, Workforce Displacement, and Resilience in the Age of Disruption
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Efficient Reinforcement Learning With Hierarchical Attention Networks for Continuous-Space Informative Path Planning
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Informative Path Planning for Efficient Scalar Field Reconstruction
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Adaptive path planning for unknown environment monitoring
inferred← citeshttps://doi.org/10.3389/fnbot.2022.896229openalex-snapshot
Reclaiming saliency: Rhythmic precision-modulated action and perception
inferred← citeshttps://doi.org/10.3389/frobt.2021.572243openalex-snapshot
Multi-USV Adaptive Exploration Using Kernel Information and Residual Variance
inferred← citeshttps://doi.org/10.3389/frobt.2026.1823324openalex-snapshot
Uncertainty-guided informative path planning for ecological monitoring using autonomous surface vehicles under Dubins motion constraints
inferred← citeshttps://doi.org/10.3390/app10196688openalex-snapshot
A Data-Driven Intermittent Online Coverage Path Planning Method for AUV-Based Bathymetric Mapping
inferred← citeshttps://doi.org/10.3390/jmse9111183openalex-snapshot
Path Planning for Underwater Information Gathering Based on Genetic Algorithms and Data Stochastic Models
inferred← citeshttps://doi.org/10.3390/machines9110278openalex-snapshot
Multi-Domain Informative Coverage Path Planning for a Hybrid Aerial Underwater Vehicle in Dynamic Environments
inferred← citeshttps://doi.org/10.3390/s19051016openalex-snapshot
Robotic Active Information Gathering for Spatial Field Reconstruction with Rapidly-Exploring Random Trees and Online Learning of Gaussian Processes
inferred← citeshttps://doi.org/10.3390/s19224849openalex-snapshot
Autonomous 3D Exploration of Large Structures Using an UAV Equipped with a 2D LIDAR
inferred← citeshttps://doi.org/10.3390/s20020484openalex-snapshot
Distributed Multi-Robot Information Gathering under Spatio-Temporal Inter-Robot Constraints
inferred← citeshttps://doi.org/10.3390/s20092515openalex-snapshot
Rapidly-Exploring Adaptive Sampling Tree*: A Sample-Based Path-Planning Algorithm for Unmanned Marine Vehicles Information Gathering in Variable Ocean Environments
inferred← citeshttps://doi.org/10.3390/s22145384openalex-snapshot
A Simulator and First Reinforcement Learning Results for Underwater Mapping
inferred← citeshttps://doi.org/10.3390/s24237601openalex-snapshot
Informative Path Planning Using Physics-Informed Gaussian Processes for Aerial Mapping of 5G Networks
inferred← citeshttps://doi.org/10.33915/etd.7956openalex-snapshot
Terrain Aware Traverse Planning for Mars Rovers
inferred← citeshttps://doi.org/10.34068/jscwr.09.02.10openalex-snapshot
Use of an Autonomous Surface Vehicle to Collect High Spatial Resolution Water Quality Data at Lake Wateree, SC
inferred← citeshttps://doi.org/10.36227/techrxiv.14267546openalex-snapshot
Monitoring Water Resources through a Bayesian Optimization-based Approach using Multiple Surface Vehicles: The Ypacarai Lake Case Study
inferred← citeshttps://doi.org/10.36227/techrxiv.14267546.v1openalex-snapshot
Monitoring Water Resources through a Bayesian Optimization-based Approach using Multiple Surface Vehicles: The Ypacarai Lake Case Study
inferred← citeshttps://doi.org/10.3929/ethz-a-010819595openalex-snapshot
Online Informative Path Planning for Active Classi cation on UAVs
inferred← citeshttps://doi.org/10.3929/ethz-b-000515761openalex-snapshot
Online Informative Path Planning for Active Information Gathering of a 3D Surface
inferred← citeshttps://doi.org/10.48550/arxiv.1606.08164openalex-snapshot
Online Informative Path Planning for Active Classification on UAVs
inferred← citeshttps://doi.org/10.48550/arxiv.1908.11157openalex-snapshot
Active Learning for UAV-based Semantic Mapping
inferred← citeshttps://doi.org/10.48550/arxiv.1910.12974openalex-snapshot
Optimization of Wireless Sensor Network Deployment for Spatiotemporal Reconstruction and Prediction
inferred← citeshttps://doi.org/10.48550/arxiv.2103.14252openalex-snapshot
Toward Safety-Aware Informative Motion Planning for Legged Robots
inferred← citeshttps://doi.org/10.55417/fr.2023021openalex-snapshot
Feature Space Exploration for Planning Initial Benthic AUV Surveys
inferred← citeshttps://doi.org/10.55417/fr.2024005openalex-snapshot
PHORTEX: Physically-Informed Operational Robotic Trajectories for Scientific Expeditions
inferred← citeshttps://doi.org/10.61782/fa.2023.0796openalex-snapshot
Autonomous Room Acoustic Measurements using Rapidly-Exploring Random Trees and Gaussian Processes
inferred← citeshttps://doi.org/10.70675/b3e36976zaa2dz4653za676z802c190d7fa7openalex-snapshot
A centralized and distributed multi-robot system for 3D surface reconstruction of unknown environments
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