Media Summary: ICRA 2018 Spotlight Video Interactive Session Thu AM Pod F.6 Authors: Huang, Yanlong; Silvério, João; Rozo, Leonel; Caldwell, ... Generalized Task-Parameterized Skill Learning In the realm of robotics, the demand for adaptable

Generalized Task Parameterized Skill Learning - Detailed Analysis & Overview

ICRA 2018 Spotlight Video Interactive Session Thu AM Pod F.6 Authors: Huang, Yanlong; Silvério, João; Rozo, Leonel; Caldwell, ... Generalized Task-Parameterized Skill Learning In the realm of robotics, the demand for adaptable Video of our work published at Intelligent Service Robotics. Murtaza Hazara (murtaza.hazara.fi) Ville Kyrki (ville.kyrki.fi) Aalto University Abstract: Although motor primitives ... ICRA 2018 Spotlight Video Interactive Session Wed AM Pod T.7 Authors: Xu, Danfei; Nair, Suraj; Zhu, Yuke; Gao, Julian; Garg, ...

Abstract: Fast and data efficient adaptation is a key ICRA 2018 Spotlight Video Interactive Session Wed PM Pod T.2 Authors: Hazara, Murtaza; Kyrki, Ville Title: Speeding up ... This work develops an enhanced teaching interface tested on both a Baxter robot and a KUKA iiwa robot. Movements are ... Video accompanying the paper: A Probabilistic Framework for ICRA 2018 Spotlight Video Interactive Session Thu PM Pod R.1 Authors: Laursen, Johan Sund; Sørensen, Lars Carøe; Schultz, ... T. Pinville, S. Koos, J.-B. Mouret and S. Doncieux. How to Promote Generalisation in Evolutionary Robotics: the ProGAb Approach ...

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Generalized Task-Parameterized Skill Learning
Generalized Task-Parameterized Skill Learning
Learning and generalization of task-parameterized skills through few human demonstrations
Learning Task-Parameterized Skills from Few Demonstrations
Parameterization of WDL Tasks
Learning task-parameterized dynamic movement primitives using mixture of GMMs
Evolutionary Optimization for Parameterized Whole-body Dynamic Motor Skills
Model selection for Incremental Learning of Generalization Movement Primitives
Robot Learns to Solve a Puzzle using Visuospatial Skill Learning
Neural Task Programming: Learning to Generalize across Hierarchical Tasks
Noémie Jaquier - Bayesian optimization on Riemannian manifolds for robot learning
Speeding up Incremental Learning Using Data Efficient Guided Exploration
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Generalized Task-Parameterized Skill Learning

Generalized Task-Parameterized Skill Learning

ICRA 2018 Spotlight Video Interactive Session Thu AM Pod F.6 Authors: Huang, Yanlong; Silvério, João; Rozo, Leonel; Caldwell, ...

Generalized Task-Parameterized Skill Learning

Generalized Task-Parameterized Skill Learning

Generalized Task-Parameterized Skill Learning

Sponsored
Learning and generalization of task-parameterized skills through few human demonstrations

Learning and generalization of task-parameterized skills through few human demonstrations

In the realm of robotics, the demand for adaptable

Learning Task-Parameterized Skills from Few Demonstrations

Learning Task-Parameterized Skills from Few Demonstrations

Moving away from repetitive

Parameterization of WDL Tasks

Parameterization of WDL Tasks

We discuss parameterization of

Sponsored
Learning task-parameterized dynamic movement primitives using mixture of GMMs

Learning task-parameterized dynamic movement primitives using mixture of GMMs

Video of our work published at Intelligent Service Robotics.

Evolutionary Optimization for Parameterized Whole-body Dynamic Motor Skills

Evolutionary Optimization for Parameterized Whole-body Dynamic Motor Skills

Learning

Model selection for Incremental Learning of Generalization Movement Primitives

Model selection for Incremental Learning of Generalization Movement Primitives

Murtaza Hazara (murtaza.hazara@aalto.fi) Ville Kyrki (ville.kyrki@aalto.fi) Aalto University Abstract: Although motor primitives ...

Robot Learns to Solve a Puzzle using Visuospatial Skill Learning

Robot Learns to Solve a Puzzle using Visuospatial Skill Learning

The so-called "visuospatial

Neural Task Programming: Learning to Generalize across Hierarchical Tasks

Neural Task Programming: Learning to Generalize across Hierarchical Tasks

ICRA 2018 Spotlight Video Interactive Session Wed AM Pod T.7 Authors: Xu, Danfei; Nair, Suraj; Zhu, Yuke; Gao, Julian; Garg, ...

Noémie Jaquier - Bayesian optimization on Riemannian manifolds for robot learning

Noémie Jaquier - Bayesian optimization on Riemannian manifolds for robot learning

Abstract: Fast and data efficient adaptation is a key

Speeding up Incremental Learning Using Data Efficient Guided Exploration

Speeding up Incremental Learning Using Data Efficient Guided Exploration

ICRA 2018 Spotlight Video Interactive Session Wed PM Pod T.2 Authors: Hazara, Murtaza; Kyrki, Ville Title: Speeding up ...

An enhanced teaching interface for a robot using DMP and GMR

An enhanced teaching interface for a robot using DMP and GMR

This work develops an enhanced teaching interface tested on both a Baxter robot and a KUKA iiwa robot. Movements are ...

A Probabilistic Framework for Learning Geometry-Based Robot Manipulation Skills

A Probabilistic Framework for Learning Geometry-Based Robot Manipulation Skills

Video accompanying the paper: A Probabilistic Framework for

Adapting Parameterized Motions Using Iterative Learning and Online Collision Detection

Adapting Parameterized Motions Using Iterative Learning and Online Collision Detection

ICRA 2018 Spotlight Video Interactive Session Thu PM Pod R.1 Authors: Laursen, Johan Sund; Sørensen, Lars Carøe; Schultz, ...

BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning

BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning

Supplementary video for BC-Z (CoRL '21)

Generalisation Ability in the ball-collecting task

Generalisation Ability in the ball-collecting task

T. Pinville, S. Koos, J.-B. Mouret and S. Doncieux. How to Promote Generalisation in Evolutionary Robotics: the ProGAb Approach ...

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