Learning From Demonstration With Minimal Human Effort

May 20, 2026
Media Summary: Contacts and friction are inherent to nearly all robotic manipulation tasks. Through the motor skill of insertion, we study how robots ... Full video: Research paper: Abstract: In principle, reinforcement ... Authors: Norman Di Palo and Edward Johns Institution: The Robot

Learning From Demonstration With Minimal Human Effort - Detailed Analysis & Overview

Contacts and friction are inherent to nearly all robotic manipulation tasks. Through the motor skill of insertion, we study how robots ... Full video: Research paper: Abstract: In principle, reinforcement ... Authors: Norman Di Palo and Edward Johns Institution: The Robot Authors: Sehoon Ha, Peng Xu, Zhenyu Tan, Sergey Levine, Jie Tan Paper: Abstract: Reliable ... We propose a stochastic graph-based framework for a robot to understand tasks from IROS 2021 video attachment for paper “Combining

Presented at the 2021 International Conference on Robotics and Automation (ICRA) Preprint Version: ... In this work, we present an approach to the problem of Robot ICRA 2018 Spotlight Video Interactive Session Tue AM Pod T.8 Authors: Wigness, Maggie; Rogers III, John G.; Navarro-Serment, ... AI Teaches Itself to Jump! In this video an AI Warehouse agent named Albert Spring 2021: Robotics Colloquium Full title: Robot Emma Brunskill Stanford University Dynamic professionals sharing their industry experience and cutting edge research within the ...

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Learning from Demonstration with Minimal Human Effort

Learning from Demonstration with Minimal Human Effort

A Framework for

Residual Learning from Demonstration

Residual Learning from Demonstration

Contacts and friction are inherent to nearly all robotic manipulation tasks. Through the motor skill of insertion, we study how robots ...

Sponsored
Collective Robot Reinforcement Learning, Human Demonstration

Collective Robot Reinforcement Learning, Human Demonstration

Full video: https://youtu.be/ZBFwe1gF0FU Research paper: https://arxiv.org/abs/1610.00673 Abstract: In principle, reinforcement ...

Learning Multi-Stage Tasks with One Demonstration via Self-Replay

Learning Multi-Stage Tasks with One Demonstration via Self-Replay

Authors: Norman Di Palo and Edward Johns Institution: The Robot

Learning to Walk in the Real World with Minimal Human Effort

Learning to Walk in the Real World with Minimal Human Effort

Authors: Sehoon Ha, Peng Xu, Zhenyu Tan, Sergey Levine, Jie Tan Paper: https://arxiv.org/abs/2002.08550 Abstract: Reliable ...

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Robot Learning from Demonstration

Robot Learning from Demonstration

We propose a stochastic graph-based framework for a robot to understand tasks from

Learning from Demonstration for primitive robot actions

Learning from Demonstration for primitive robot actions

Robot with upper humanoid torso

Learning Behavior Trees from Demonstration

Learning Behavior Trees from Demonstration

ICRA paper link: https://ieeexplore.ieee.org/abstract/document/8794104 Google drive link: ...

Combining Learning from Demonstration with Learning by Exploration to Facilitate Contact-Rich Tasks

Combining Learning from Demonstration with Learning by Exploration to Facilitate Contact-Rich Tasks

IROS 2021 video attachment for paper “Combining

Recognizing Orientation Slip in Human Demonstrations

Recognizing Orientation Slip in Human Demonstrations

Presented at the 2021 International Conference on Robotics and Automation (ICRA) Preprint Version: ...

Robot learning from demonstrations: Emulation learning in environments with moving obstacles

Robot learning from demonstrations: Emulation learning in environments with moving obstacles

In this work, we present an approach to the problem of Robot

High-Level Learning from Demonstration - Robotics

High-Level Learning from Demonstration - Robotics

A

Robot Navigation from Human Demonstration: Learning Control Behaviors

Robot Navigation from Human Demonstration: Learning Control Behaviors

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AI Learns Insane Way to Jump

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Introduction to Tutorial on Dynamical System-based Learning from Demonstration (LfD))

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SoftMimic: Learning Compliant Whole-body Control from Examples

SoftMimic: Learning Compliant Whole-body Control from Examples

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Learning to Walk in the Real World in 1 Hour (No Simulator)

Learning to Walk in the Real World in 1 Hour (No Simulator)

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Robot Learning From Few Demonstrations (Sylvain Calinon, Idiap Research Institute)

Robot Learning From Few Demonstrations (Sylvain Calinon, Idiap Research Institute)

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Stanford Seminar - Human in the Loop Reinforcement Learning

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