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Aggressive Perception-Aware Navigation using Deep Optical Flow Dynamics
  and PixelMPC

Aggressive Perception-Aware Navigation using Deep Optical Flow Dynamics and PixelMPC

IEEE Robotics and Automation Letters (RA-L), 2020
7 January 2020
Keuntaek Lee
Jason Gibson
Evangelos A. Theodorou
ArXiv (abs)PDFHTML

Papers citing "Aggressive Perception-Aware Navigation using Deep Optical Flow Dynamics and PixelMPC"

18 / 18 papers shown
PA-MPPI: Perception-Aware Model Predictive Path Integral Control for Quadrotor Navigation in Unknown Environments
PA-MPPI: Perception-Aware Model Predictive Path Integral Control for Quadrotor Navigation in Unknown Environments
Yifan Zhai
Rudolf Reiter
Davide Scaramuzza
288
5
0
18 Sep 2025
Approaches to Analysis and Design of AI-Based Autonomous Vehicles
Approaches to Analysis and Design of AI-Based Autonomous Vehicles
Tao Yan
Zheyu Zhang
Jingjing Jiang
Wen-Hua Chen
115
0
0
15 Sep 2025
Pixel Motion as Universal Representation for Robot Control
Pixel Motion as Universal Representation for Robot Control
Kanchana Ranasinghe
Xiang Li
Cristina Mata
Cristina Mata
Michael S. Ryoo
Michael Ryoo
VGen
492
9
0
12 May 2025
Camera Motion Estimation from RGB-D-Inertial Scene Flow
Camera Motion Estimation from RGB-D-Inertial Scene Flow
Samuel Cerezo
Javier Civera
313
3
0
26 Apr 2024
DATT: Deep Adaptive Trajectory Tracking for Quadrotor Control
DATT: Deep Adaptive Trajectory Tracking for Quadrotor ControlConference on Robot Learning (CoRL), 2023
Kevin Huang
Rwik Rana
Alex Spitzer
Guanya Shi
Byron Boots
503
52
0
13 Oct 2023
Deep Model Predictive Optimization
Deep Model Predictive OptimizationIEEE International Conference on Robotics and Automation (ICRA), 2023
Jacob Sacks
Rwik Rana
Kevin Huang
Alex Spitzer
Guanya Shi
Byron Boots
329
17
0
06 Oct 2023
Visibility-Constrained Control of Multirotor via Reference Governor
Visibility-Constrained Control of Multirotor via Reference GovernorIEEE Conference on Decision and Control (CDC), 2023
Dabin Kim
M. Pezzutto
Luca Schenato
H. J. Kim
235
5
0
10 Aug 2023
Learning to Open Doors with an Aerial Manipulator
Learning to Open Doors with an Aerial ManipulatorIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Eugenio Cuniato
Ismail Geles
Weixuan Zhang
Olov Andersson
M. Tognon
Roland Siegwart
194
9
0
28 Jul 2023
Autonomous Drone Racing: A Survey
Autonomous Drone Racing: A SurveyIEEE Transactions on robotics (TRO), 2023
D. Hanover
Antonio Loquercio
L. Bauersfeld
Angel Romero
Robert Pěnička
Yunlong Song
Giovanni Cioffi
Elia Kaufmann
Davide Scaramuzza
740
131
0
04 Jan 2023
Occlusion-Aware MPC for Guaranteed Safe Robot Navigation with Unseen
  Dynamic Obstacles
Occlusion-Aware MPC for Guaranteed Safe Robot Navigation with Unseen Dynamic ObstaclesIEEE Transactions on Control Systems Technology (TCST), 2022
Roya Firoozi
Alexandre Mir
Gadiel Sznaier Camps
Mac Schwager
259
12
0
16 Nov 2022
Event-based Navigation for Autonomous Drone Racing with Sparse Gated
  Recurrent Network
Event-based Navigation for Autonomous Drone Racing with Sparse Gated Recurrent NetworkEuropean Control Conference (ECC), 2022
Kristoffer Fogh Andersen
H. Pham
Halil Ibrahim Ugurlu
Erdal Kayacan
226
12
0
05 Apr 2022
AquaVis: A Perception-Aware Autonomous Navigation Framework for
  Underwater Vehicles
AquaVis: A Perception-Aware Autonomous Navigation Framework for Underwater Vehicles
M. Xanthidis
Michail Kalaitzakis
N. Karapetyan
James Johnson
Nikolaos I. Vitzilaios
J. O’Kane
Ioannis M. Rekleitis
257
18
0
04 Oct 2021
PANTHER: Perception-Aware Trajectory Planner in Dynamic Environments
PANTHER: Perception-Aware Trajectory Planner in Dynamic EnvironmentsIEEE Access (IEEE Access), 2021
J. Tordesillas
Jonathan P. How
370
69
0
10 Mar 2021
CoT-AMFlow: Adaptive Modulation Network with Co-Teaching Strategy for
  Unsupervised Optical Flow Estimation
CoT-AMFlow: Adaptive Modulation Network with Co-Teaching Strategy for Unsupervised Optical Flow Estimation
Hengli Wang
Rui Fan
Ming-Yuan Liu
188
15
0
04 Nov 2020
Fisher Information Field: an Efficient and Differentiable Map for
  Perception-aware Planning
Fisher Information Field: an Efficient and Differentiable Map for Perception-aware Planning
Zichao Zhang
Davide Scaramuzza
656
34
0
07 Aug 2020
AirCapRL: Autonomous Aerial Human Motion Capture using Deep
  Reinforcement Learning
AirCapRL: Autonomous Aerial Human Motion Capture using Deep Reinforcement LearningIEEE Robotics and Automation Letters (RA-L), 2020
Rahul Tallamraju
Nitin Saini
Elia Bonetto
Michael Pabst
Y. Liu
Michael J. Black
Aamir Ahmad
339
33
0
13 Jul 2020
Deep Drone Acrobatics
Deep Drone Acrobatics
Elia Kaufmann
Antonio Loquercio
René Ranftl
Matthias Muller
V. Koltun
Davide Scaramuzza
268
171
0
10 Jun 2020
Approximate Inverse Reinforcement Learning from Vision-based Imitation
  Learning
Approximate Inverse Reinforcement Learning from Vision-based Imitation LearningIEEE International Conference on Robotics and Automation (ICRA), 2020
Keuntaek Lee
Bogdan I. Vlahov
Jason Gibson
James M. Rehg
Evangelos A. Theodorou
212
13
0
17 Apr 2020
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