Media Summary: This work presents a novel framework for learning robust Guest Speaker: Matei Ciocarlie, Associate Professor of Mechanical Engineering at Columbia University Debasis Mitra, Professor ... Legged robots have achieved impressive feats in dynamic locomotion in challenging unstructured terrain. However, in ...

Data Driven Biped Control - Detailed Analysis & Overview

This work presents a novel framework for learning robust Guest Speaker: Matei Ciocarlie, Associate Professor of Mechanical Engineering at Columbia University Debasis Mitra, Professor ... Legged robots have achieved impressive feats in dynamic locomotion in challenging unstructured terrain. However, in ... ICRA 2021 presentation for paper titled "Reinforcement Learning for Robust Parameterized Locomotion This work presents a comprehensive study on using deep reinforcement learning (RL) to create dynamic locomotion controllers ... International Journal of Humanoid Robotics A Heuristics-Based Reinforcement Learning Method to

Qin D, Zhang G, Zhu Z, et al. A Heuristics-Based Reinforcement Learning Method to Presented by Cong Wang at SBRS 2014. The Stanford-Berkeley Robotics Symposium brought together roboticists from Stanford, ... This is a summary of Kevin Green's work in David Remy's RAMLab. He worked on

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Data-Driven Biped Control
Data-Driven Latent Space Representation for Robust Bipedal Locomotion Learning
IROS presentation: Data-driven Adaptation for Robust Bipedal Locomotion with Step-to-Step Dynamic
New Sensors and Data-driven Methods for Robot Motor Skills
Design and Control of a Bipedal Robotic Character
Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots
Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control
Data-Driven Control: Overview
A Heuristics-Based Reinforcement Learning Method to Control Bipedal Robots – Video
A Heuristics-Based Reinforcement Learning Method to Control Bipedal Robots
Data-Driven Approaches for Better Motion Control
Passivity-based balance control of a bipedal robot
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Data-Driven Biped Control

Data-Driven Biped Control

Yoonsang Lee, Sungeun Kim, Jehee Lee,

Data-Driven Latent Space Representation for Robust Bipedal Locomotion Learning

Data-Driven Latent Space Representation for Robust Bipedal Locomotion Learning

This work presents a novel framework for learning robust

IROS presentation: Data-driven Adaptation for Robust Bipedal Locomotion with Step-to-Step Dynamic

IROS presentation: Data-driven Adaptation for Robust Bipedal Locomotion with Step-to-Step Dynamic

https://arxiv.org/abs/2209.08458.

New Sensors and Data-driven Methods for Robot Motor Skills

New Sensors and Data-driven Methods for Robot Motor Skills

Guest Speaker: Matei Ciocarlie, Associate Professor of Mechanical Engineering at Columbia University Debasis Mitra, Professor ...

Design and Control of a Bipedal Robotic Character

Design and Control of a Bipedal Robotic Character

Legged robots have achieved impressive feats in dynamic locomotion in challenging unstructured terrain. However, in ...

Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots

Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots

ICRA 2021 presentation for paper titled "Reinforcement Learning for Robust Parameterized Locomotion

Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control

Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control

This work presents a comprehensive study on using deep reinforcement learning (RL) to create dynamic locomotion controllers ...

Data-Driven Control: Overview

Data-Driven Control: Overview

Overview lecture for series on

A Heuristics-Based Reinforcement Learning Method to Control Bipedal Robots – Video

A Heuristics-Based Reinforcement Learning Method to Control Bipedal Robots – Video

International Journal of Humanoid Robotics A Heuristics-Based Reinforcement Learning Method to

A Heuristics-Based Reinforcement Learning Method to Control Bipedal Robots

A Heuristics-Based Reinforcement Learning Method to Control Bipedal Robots

Qin D, Zhang G, Zhu Z, et al. A Heuristics-Based Reinforcement Learning Method to

Data-Driven Approaches for Better Motion Control

Data-Driven Approaches for Better Motion Control

Presented by Cong Wang at SBRS 2014. The Stanford-Berkeley Robotics Symposium brought together roboticists from Stanford, ...

Passivity-based balance control of a bipedal robot

Passivity-based balance control of a bipedal robot

This video shows the balance

Control of a Robotic Biped SURE 2015

Control of a Robotic Biped SURE 2015

This is a summary of Kevin Green's work in David Remy's RAMLab. He worked on