Data Efficient Learning For Control

June 13, 2026
Media Summary: Video accompanying the paper "Keep it Simple: 1. Speaker: SooJean Han (KAIST) 2. Topic: IEEE ICRA 2022 paper Authors: Yoann Fleytoux and Anji Ma and Serena Ivaldi and Jean-Baptiste Mouret Inria, CNRS, Université ...

Data Efficient Learning For Control - Detailed Analysis & Overview

Video accompanying the paper "Keep it Simple: 1. Speaker: SooJean Han (KAIST) 2. Topic: IEEE ICRA 2022 paper Authors: Yoann Fleytoux and Anji Ma and Serena Ivaldi and Jean-Baptiste Mouret Inria, CNRS, Université ... ... so I'm I'm Tim wake up and I'm going to talk today about This work is presented as a term project for machine

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Data-Efficient Learning for Control with Jacobian-Regularization
Keep it Simple: Data-efficient Learning for Controlling Complex Systems with Simple Models
[KAIST CCS Mobility] Seminar | Learning Patterns for Autonomous Control Data Efficient AI
2021 3.3 Data efficient Optimization with Bayesian Optimization - Roberto Calandra
Data-efficient learning of object-centric grasp preferences
MLPC2020: Data-efficient Control from Images by Learning How to Use a Simple Model
Tim Lillicrap - Data efficient deep reinforcement learning for continuous control
RI Seminar: Marc Deisenroth : Data-Efficient Learning for Robotics and Reinforcement Learning
Communication efficient Learning of Deep Networks from Decentralized Data
Data Efficient Reinforcement learning for Autonomous Robots with Simulated and Off-policy Data
IAS seminar #2/2025 - Efficient learning algorithms for model predictive control – Albero Bemporad
Data-Driven Control: Overview

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Data-Efficient Learning for Control with Jacobian-Regularization

Data-Efficient Learning for Control with Jacobian-Regularization

We present a novel algorithm for

Keep it Simple: Data-efficient Learning for Controlling Complex Systems with Simple Models

Keep it Simple: Data-efficient Learning for Controlling Complex Systems with Simple Models

Video accompanying the paper "Keep it Simple:

[KAIST CCS Mobility] Seminar | Learning Patterns for Autonomous Control Data Efficient AI

[KAIST CCS Mobility] Seminar | Learning Patterns for Autonomous Control Data Efficient AI

1. Speaker: SooJean Han (KAIST) 2. Topic:

2021 3.3 Data efficient Optimization with Bayesian Optimization - Roberto Calandra

2021 3.3 Data efficient Optimization with Bayesian Optimization - Roberto Calandra

...

Data-efficient learning of object-centric grasp preferences

Data-efficient learning of object-centric grasp preferences

IEEE ICRA 2022 paper Authors: Yoann Fleytoux and Anji Ma and Serena Ivaldi and Jean-Baptiste Mouret Inria, CNRS, Université ...

MLPC2020: Data-efficient Control from Images by Learning How to Use a Simple Model

MLPC2020: Data-efficient Control from Images by Learning How to Use a Simple Model

Accepted Paper at the Fourth Machine

Tim Lillicrap - Data efficient deep reinforcement learning for continuous control

Tim Lillicrap - Data efficient deep reinforcement learning for continuous control

... so I'm I'm Tim wake up and I'm going to talk today about

RI Seminar: Marc Deisenroth : Data-Efficient Learning for Robotics and Reinforcement Learning

RI Seminar: Marc Deisenroth : Data-Efficient Learning for Robotics and Reinforcement Learning

https://www.ri.cmu.edu/event/

Communication efficient Learning of Deep Networks from Decentralized Data

Communication efficient Learning of Deep Networks from Decentralized Data

This work is presented as a term project for machine

Data Efficient Reinforcement learning for Autonomous Robots with Simulated and Off-policy Data

Data Efficient Reinforcement learning for Autonomous Robots with Simulated and Off-policy Data

Learning

IAS seminar #2/2025 - Efficient learning algorithms for model predictive control – Albero Bemporad

IAS seminar #2/2025 - Efficient learning algorithms for model predictive control – Albero Bemporad

Machine

Data-Driven Control: Overview

Data-Driven Control: Overview

Overview lecture for series on

Highlight Talk: Gaussian Processes for Data Efficient Learning... -- Marc Diesenroth

Highlight Talk: Gaussian Processes for Data Efficient Learning... -- Marc Diesenroth

... dieter fox on gaussian processes for