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Media Summary: This is the updated version of our previous upload. Timeline: 00:17 Introduction to David D. Fan PhD Dissertation Defense Presentation Advisor: Dr. Evangelos Theodorou Georgia Institute of Technology Institute ... Special thanks to Nathan Lepora, the author of the Pose-based tactile servo (PBTS) architecture, for granting me the access to the ...

Uncertainty Aware Contact Safe Model - Detailed Analysis & Overview

This is the updated version of our previous upload. Timeline: 00:17 Introduction to David D. Fan PhD Dissertation Defense Presentation Advisor: Dr. Evangelos Theodorou Georgia Institute of Technology Institute ... Special thanks to Nathan Lepora, the author of the Pose-based tactile servo (PBTS) architecture, for granting me the access to the ... digiLab has launched theLab, a pioneering new research and development initiative dedicated to advancing trustworthy, ... Simulation experiments of collision avoidance algorithms in Gazebo on Turtlebot robots: - Novel adaptation of MPPI that takes into ... Training Uncertainty-Aware Classifiers with Conformalized Deep Learning

We propose a general self-supervised approach to learn neural Many current autonomous systems are being designed with a strong reliance on black box predictions from deep neural networks ... Dawei Sun, Mohammad Javad Khojasteh, Shubhanshu Shekhar, Chuchu Fan In this paper, we consider the problem of using a ... Dejan Milutinović and his graduate students study the control of robotic and autonomous vehicle systems, especially in the ... Stefanie Tellex will join us during the workshop (December 9), where we bring together experts with diverse perspectives to ... Speaker: Mahdi Tavakoli, University of Alberta, Canada Title:

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Uncertainty-aware Contact-safe Model-based Reinforcement Learning
Uncertainty Aware Contact Safe Model Based Reinforcement Learning
Safe Robot Planning and Control Using Uncertainty-Aware Deep Learning
Uncertainty-aware Deep learning for robot touch: Bayesian pose estimation for tactile servo control.
Uncertainty aware deep learning for robot touch - Talk ICRA 2021
Uncertainty-Aware Constraint Learning for Adaptive Safe Motion Planning from Demonstrations
theLab: Strengthening Britain’s leadership in research for safe, sovereign and uncertainty-aware AI
[2025] Decentralized Multi-Robot Collision Avoidance With Uncertainty-Aware MPPI
Malte Tichy - Knowing what you don’t know matters- Uncertainty-aware model rating
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
Uncertainty-Aware Self-Supervised Learning of Spatial Perception Tasks
Safe Reinforcement Learning with Model Uncertainty Estimates (ICRA '19, IROS '18 Workshop)
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Uncertainty-aware Contact-safe Model-based Reinforcement Learning

Uncertainty-aware Contact-safe Model-based Reinforcement Learning

This is the updated version of our previous upload. Timeline: 00:17 Introduction to

Uncertainty Aware Contact Safe Model Based Reinforcement Learning

Uncertainty Aware Contact Safe Model Based Reinforcement Learning

Uncertainty Aware Contact Safe Model

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Safe Robot Planning and Control Using Uncertainty-Aware Deep Learning

Safe Robot Planning and Control Using Uncertainty-Aware Deep Learning

David D. Fan PhD Dissertation Defense Presentation Advisor: Dr. Evangelos Theodorou Georgia Institute of Technology Institute ...

Uncertainty-aware Deep learning for robot touch: Bayesian pose estimation for tactile servo control.

Uncertainty-aware Deep learning for robot touch: Bayesian pose estimation for tactile servo control.

Special thanks to Nathan Lepora, the author of the Pose-based tactile servo (PBTS) architecture, for granting me the access to the ...

Uncertainty aware deep learning for robot touch - Talk ICRA 2021

Uncertainty aware deep learning for robot touch - Talk ICRA 2021

Talk at conference ICRA 2021 for paper:

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Uncertainty-Aware Constraint Learning for Adaptive Safe Motion Planning from Demonstrations

Uncertainty-Aware Constraint Learning for Adaptive Safe Motion Planning from Demonstrations

Video accompanying the paper "

theLab: Strengthening Britain’s leadership in research for safe, sovereign and uncertainty-aware AI

theLab: Strengthening Britain’s leadership in research for safe, sovereign and uncertainty-aware AI

digiLab has launched theLab, a pioneering new research and development initiative dedicated to advancing trustworthy, ...

[2025] Decentralized Multi-Robot Collision Avoidance With Uncertainty-Aware MPPI

[2025] Decentralized Multi-Robot Collision Avoidance With Uncertainty-Aware MPPI

Simulation experiments of collision avoidance algorithms in Gazebo on Turtlebot robots: - Novel adaptation of MPPI that takes into ...

Malte Tichy - Knowing what you don’t know matters- Uncertainty-aware model rating

Malte Tichy - Knowing what you don’t know matters- Uncertainty-aware model rating

www.pydata.org Meaningful probabilistic

Training Uncertainty-Aware Classifiers with Conformalized Deep Learning

Training Uncertainty-Aware Classifiers with Conformalized Deep Learning

Training Uncertainty-Aware Classifiers with Conformalized Deep Learning

Uncertainty-Aware Self-Supervised Learning of Spatial Perception Tasks

Uncertainty-Aware Self-Supervised Learning of Spatial Perception Tasks

We propose a general self-supervised approach to learn neural

Safe Reinforcement Learning with Model Uncertainty Estimates (ICRA '19, IROS '18 Workshop)

Safe Reinforcement Learning with Model Uncertainty Estimates (ICRA '19, IROS '18 Workshop)

Many current autonomous systems are being designed with a strong reliance on black box predictions from deep neural networks ...

GloPro: Globally-Consistent Uncertainty-Aware 3D Human Pose Estimation & Tracking in the Wild

GloPro: Globally-Consistent Uncertainty-Aware 3D Human Pose Estimation & Tracking in the Wild

GloPro: Globally-Consistent

Uncertainty-aware Safe  Planning using Gaussian Process and Neural Control Contraction Metric

Uncertainty-aware Safe Planning using Gaussian Process and Neural Control Contraction Metric

Dawei Sun, Mohammad Javad Khojasteh, Shubhanshu Shekhar, Chuchu Fan In this paper, we consider the problem of using a ...

Uncertainty Aware Robot Control

Uncertainty Aware Robot Control

Dejan Milutinović and his graduate students study the control of robotic and autonomous vehicle systems, especially in the ...

Uncertainty-aware Navigation in NGSIM

Uncertainty-aware Navigation in NGSIM

Uncertainty-aware Navigation in NGSIM

Uncertainty Aware Machine Learning for Robotics - Stefanie Tellex

Uncertainty Aware Machine Learning for Robotics - Stefanie Tellex

Stefanie Tellex will join us during the workshop (December 9), where we bring together experts with diverse perspectives to ...

Mahdi Tavakoli—Uncertainty-aware safe adaptive motion planning for exoskeletons using ML

Mahdi Tavakoli—Uncertainty-aware safe adaptive motion planning for exoskeletons using ML

Speaker: Mahdi Tavakoli, University of Alberta, Canada Title:

Guided Uncertainty-Aware Policy Optimization ICRA Talk

Guided Uncertainty-Aware Policy Optimization ICRA Talk

ICRA 2020 talk for our paper Guided

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