output
19922026
most citedPractical Bayesian Optimization of Machine Learning Algorithms

5.7k citations

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28 papers · 1 filter

cs.RO2026★ 15 cited

RRT-Rope: A deterministic shortening approach for fast near-optimal path planning in large-scale uncluttered 3D environments

Louis Petit, Alexis Lussier Desbiens

Many path planning algorithms have been introduced so far, but most are costly, in path cost and in processing time, in large-scale uncluttered 3D environments such as underground…

cs.RO2026★ 18 cited

TAPE: Tether-Aware Path Planning for Autonomous Exploration of Unknown 3D Cavities Using a Tangle-Compatible Tethered Aerial Robot

Louis Petit, Alexis Lussier Desbiens

This letter presents the first method for autonomous exploration of unknown cavities in three dimensions (3D) that focuses on minimizing the distance traveled and the length of tet…

cs.RO2026★ 5 cited

MOAR Planner: Multi-Objective and Adaptive Risk-Aware Path Planning for Infrastructure Inspection with a UAV

Louis Petit, Alexis Lussier Desbiens

The problem of autonomous navigation for UAV inspection remains challenging as it requires effectively navigating in close proximity to obstacles, while accounting for dynamic risk…

cs.RO2024★ 3 cited

Reconfigurable hydrostatics: Toward versatile and efficient load-bearing robotics

Jeff Denis, Frederic Laberge, Jean-Sebastien Plante +1

Wearable and legged robot designers face multiple challenges when choosing actuation. Traditional fully actuated designs using electric motors are multifunctional but oversized and…

cs.RO2024★ 4 cited

Influence Vectors Control for Robots Using Cellular-like Binary Actuators

Alexandre Girard, Jean-Sébastien Plante

Robots using cellular-like redundant binary actuators could outmatch electric-gearmotor robotic systems in terms of reliability, force-to-weight ratio and cost. This paper presents…

cs.RO2024★ 78 cited

Memory Management for Real-Time Appearance-Based Loop Closure Detection

Mathieu Labbé, François Michaud

Loop closure detection is the process involved when trying to find a match between the current and a previously visited locations in SLAM. Over time, the amount of time required to…

cs.RO2024★ 381 cited

Online Global Loop Closure Detection for Large-Scale Multi-Session Graph-Based SLAM

Mathieu Labbe, François Michaud

For large-scale and long-term simultaneous localization and mapping (SLAM), a robot has to deal with unknown initial positioning caused by either the kidnapped robot problem or mul…

cs.RO2024★ 377 cited

Appearance-Based Loop Closure Detection for Online Large-Scale and Long-Term Operation

Mathieu Labbé, François Michaud

In appearance-based localization and mapping, loop closure detection is the process used to determinate if the current observation comes from a previously visited location or a new…

cs.RO2024★ 39 cited

Soft Two-degree-of-freedom Dielectric Elastomer Position Sensor Exhibiting Linear Behavior

Alexandre Girard, Jean-Philippe Lucking Bigué, Benjamin M. O'Brien +3

Soft robots could bring robotic systems to new horizons, by enabling safe human-machine interaction. For precise control, these soft structures require high level position feedback…

cs.RO2024★ 2 cited

A Dual-Motor Actuator for Ceiling Robots with High Force and High Speed Capabilities

Ian Lalonde, Jeff Denis, Mathieu Lamy +1

Patient transfer devices allow to move patients passively in hospitals and care centers. Instead of hoisting the patient, it would be beneficial in some cases to assist their movem…

cs.RO2024★ 976 cited

RTAB-Map as an Open-Source Lidar and Visual SLAM Library for Large-Scale and Long-Term Online Operation

Mathieu Labbé, François Michaud

Distributed as an open source library since 2013, RTAB-Map started as an appearance-based loop closure detection approach with memory management to deal with large-scale and long-t…

cs.RO2023★ 7 cited

Visualizing High-Dimensional Configuration Spaces: A Comprehensive Analytical Approach

Jorge Ocampo Jimenez, Wael Suleiman

The representation of a Configuration Space C plays a vital role in accelerating the finding of a collision-free path for sampling-based motion planners where the majority of compu…

cs.RO2023★ 5 cited

Using Buckingham's Theorem for Multi-System Learning Transfer: a Case-study with 3 Vehicles Sharing a Database

William Therrien, Olivier Lecompte, Alexandre Girard

Many advanced driver assistance schemes or autonomous vehicle controllers are based on a motion model of the vehicle behavior, i.e., a function predicting how the vehicle will reac…

cs.RO2023★ 3 cited

Improving Path Planning Performance through Multimodal Generative Models with Local Critics

Jorge Ocampo Jimenez, Wael Suleiman

This paper presents a novel method for accelerating path planning tasks in unknown scenes with obstacles by utilizing Wasserstein Generative Adversarial Networks (WGANs) with Gradi…

cs.RO2022★ 81 cited

Long-Term Online Multi-Session Graph-Based SPLAM with Memory Management

Mathieu Labbé, François Michaud

For long-term simultaneous planning, localization and mapping (SPLAM), a robot should be able to continuously update its map according to the dynamic changes of the environment and…

cs.RO2022★ 2 cited

Sensor Observability Index: Evaluating Sensor Alignment for Task-Space Observability in Robotic Manipulators

Christopher Yee Wong, Wael Suleiman

In this paper, we propose a preliminary definition and analysis of the novel concept of sensor observability index. The goal is to analyse and evaluate the performance of distribut…

cs.RO2022★ 8 cited

Low-Level Force-Control of MR-Hydrostatic Actuators

Jeff Denis, Jean-Sebastien Plante, Alexandre Girard

Precise and high-fidelity force control is critical for new generations of robots that interact with humans and unknown environments. Mobile robots, such as wearable devices and le…

cs.RO2022★ 11 cited

Performance Study of Low Inertia Magnetorheological Actuators for Kinesthetic Haptic Devices

Louis-Philippe Lebel, Jean-Alexis Verreault, Jean-Philippe Lucking Bigué +2

A challenge to high quality virtual reality (VR) simulations is the development of high-fidelity haptic devices that can render a wide range of impedances at both low and high freq…

cs.RO2022★ 10 cited

Experimental investigation of a maneuver selection algorithm for vehicles in low adhesion conditions

Olivier Lecompte, William Therrien, Alexandre Girard

Winter conditions, characterized by the presence of ice and snow on the ground, are more likely to lead to road accidents. This paper presents an experimental proof of concept, wit…

cs.RO2022★ 2 cited

SwarmUS: An open hardware and software on-board platform for swarm robotics development

Étienne Villemure, Philippe Arsenault, Gabriel Lessard +7

Real life implementations of distributed swarm robotics are rare. The standardization of a general purpose swarm robotics platform could greatly accelerate swarm robotics towards r…

cs.RO2021★ 9 cited

Have I been here before? Learning to Close the Loop with LiDAR Data in Graph-Based SLAM

Tim-Lukas Habich, Marvin Stuede, Mathieu Labbé +1

This work presents an extension of graph-based SLAM methods to exploit the potential of 3D laser scans for loop detection. Every high-dimensional point cloud is replaced by a compa…

cs.RO2021★ 29 cited

Multi-Session Visual SLAM for Illumination Invariant Re-Localization in Indoor Environments

Mathieu Labbé, François Michaud

For robots navigating using only a camera, illumination changes in indoor environments can cause re-localization failures during autonomous navigation. In this paper, we present a…

cs.RO2016★ 87 cited

Robust 3D Localization and Tracking of Sound Sources Using Beamforming and Particle Filtering

Jean-Marc Valin, François Michaud, Jean Rouat

In this paper we present a new robust sound source localization and tracking method using an array of eight microphones (US patent pending) . The method uses a steered beamformer b…

cs.RO2016★ 135 cited

Enhanced Robot Audition Based on Microphone Array Source Separation with Post-Filter

Jean-Marc Valin, Jean Rouat, François Michaud

We propose a system that gives a mobile robot the ability to separate simultaneous sound sources. A microphone array is used along with a real-time dedicated implementation of Geom…