Media Summary: International Conference on Robotics and Automation (ICRA), 2024 Authors: Wenli Xiao*, Tairan He*, John Dolan, Guanya Shi ... This is the supplementary video for our ICRA 2022 article "Provably This is the contribution of Simon Dobers, Julian Balletshofer, and Christian Nathaus for the 2022 Reinforcement Learning for ...

Safe Deep Policy Adaptation - Detailed Analysis & Overview

International Conference on Robotics and Automation (ICRA), 2024 Authors: Wenli Xiao*, Tairan He*, John Dolan, Guanya Shi ... This is the supplementary video for our ICRA 2022 article "Provably This is the contribution of Simon Dobers, Julian Balletshofer, and Christian Nathaus for the 2022 Reinforcement Learning for ... David D. Fan PhD Dissertation Defense Presentation Advisor: Dr. Evangelos Theodorou Georgia Institute of Technology Institute ... Jan Peters speaks at DLRL Summer School with his lecture on Status: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2019 accepted. * Category: Autonomous ...

Machine learning models are increasingly being incorporated into real-world systems, targeting domains such as robotics, ... In reinforcement learning (RL), exploration is essential to achieve a globally optimal Join Saturday Robotics, a group of high-signal researchers, builders, and operators pushing the frontiers of robotic world models, ...

Photo Gallery

Safe Deep Policy Adaptation
ICRA 2022 Provably Safe Deep Reinforcement Learning for Robotic Manipulation in Human Environments
Why Is Policy Critical For Deep Learning In Robotics? - Test
Safe Reinforcement Learning on a Real Robot!
Safe Robot Planning and Control Using Uncertainty-Aware Deep Learning
Improving Safety in Deep Reinforcement Learning Using Unsupervised Action Planning (Supplementary)
DLRLSS 2019 - Policy Search Methods for Robotics - Jan Peters
Fast and Safe Policy Adaptation via Alignment based Transfer
ICRA 2022 - Provably Safe RL for Manipulation next to Humans
Safe Autonomy Seminar - Osbert Bastani - Towards Verifiable Machine Learning
Safety Guided Policy Optimization
RSS 2021, Spotlight Talk 11: Safe Reinforcement Learning via Statistical Model Predictive Shielding
View Detailed Profile
Safe Deep Policy Adaptation

Safe Deep Policy Adaptation

International Conference on Robotics and Automation (ICRA), 2024 Authors: Wenli Xiao*, Tairan He*, John Dolan, Guanya Shi ...

ICRA 2022 Provably Safe Deep Reinforcement Learning for Robotic Manipulation in Human Environments

ICRA 2022 Provably Safe Deep Reinforcement Learning for Robotic Manipulation in Human Environments

This is the supplementary video for our ICRA 2022 article "Provably

Why Is Policy Critical For Deep Learning In Robotics? - Test

Why Is Policy Critical For Deep Learning In Robotics? - Test

Why Is

Safe Reinforcement Learning on a Real Robot!

Safe Reinforcement Learning on a Real Robot!

This is the contribution of Simon Dobers, Julian Balletshofer, and Christian Nathaus for the 2022 Reinforcement Learning for ...

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 ...

Improving Safety in Deep Reinforcement Learning Using Unsupervised Action Planning (Supplementary)

Improving Safety in Deep Reinforcement Learning Using Unsupervised Action Planning (Supplementary)

One of the key challenges to

DLRLSS 2019 - Policy Search Methods for Robotics - Jan Peters

DLRLSS 2019 - Policy Search Methods for Robotics - Jan Peters

Jan Peters speaks at DLRL Summer School with his lecture on

Fast and Safe Policy Adaptation via Alignment based Transfer

Fast and Safe Policy Adaptation via Alignment based Transfer

Status: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2019 accepted. * Category: Autonomous ...

ICRA 2022 - Provably Safe RL for Manipulation next to Humans

ICRA 2022 - Provably Safe RL for Manipulation next to Humans

I present my paper "Provably

Safe Autonomy Seminar - Osbert Bastani - Towards Verifiable Machine Learning

Safe Autonomy Seminar - Osbert Bastani - Towards Verifiable Machine Learning

Machine learning models are increasingly being incorporated into real-world systems, targeting domains such as robotics, ...

Safety Guided Policy Optimization

Safety Guided Policy Optimization

In reinforcement learning (RL), exploration is essential to achieve a globally optimal

RSS 2021, Spotlight Talk 11: Safe Reinforcement Learning via Statistical Model Predictive Shielding

RSS 2021, Spotlight Talk 11: Safe Reinforcement Learning via Statistical Model Predictive Shielding

Safe

Saturday Robotics & World Model Reading Club 03: Robotic Policy Adaptation

Saturday Robotics & World Model Reading Club 03: Robotic Policy Adaptation

Join Saturday Robotics, a group of high-signal researchers, builders, and operators pushing the frontiers of robotic world models, ...