Media Summary: This is the video accompanying our ICRA 2021 submission: " This is the presentation for our ICRA 2021 paper " The supplemental video for the following paper:

Learning Task Space Actions For - Detailed Analysis & Overview

This is the video accompanying our ICRA 2021 submission: " This is the presentation for our ICRA 2021 paper " The supplemental video for the following paper: This video shows simulations of executing a policy learned with Proximal Policy Optimization (PPO) for various Winter 2021 Robotics Colloquium While model free reinforcement This work presents a hierarchical framework for bipedal locomotion that combines a Reinforcement

In release 4.0, we advanced Spot's locomotion abilities thanks to the power of reinforcement Generalized Orientation Learning in Robot Task Space MIT - April 12, 2024 Speaker: Florian Shkurti Seminar title: Hsiu-Chin Lin, Prahakar Ray, Matthew Howard. "

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Learning Task Space Actions for Bipedal Locomotion
ICRA 2021: Learning Task Space Actions for Bipedal Locomotion
Learning Task-Agnostic Action Spaces for Movement Optimization
RSS 2020, Spotlight Talk 101: Learning Task-Driven Control Policies via Information Bottlenecks
Training in Task Space to Speed Up and Guide Reinforcement Learning
Policy Learning in Spatial Action Spaces (Robert Platt, Northeastern University)
CoRL 2020, Spotlight Talk 386: PLAS: Latent Action Space for Offline Reinforcement Learning
Template Model Inspired Task Space Learning for Robust Bipedal Locomotion
Stepping Up | Reinforcement Learning with Spot | Boston Dynamics
Generalized Orientation Learning in Robot Task Space
MIT Robotics - Florian Shkurti - Learning to Plan and Perceive for Task and Motion Planning
Learning Task Constraints in Operational Space Formulation
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Learning Task Space Actions for Bipedal Locomotion

Learning Task Space Actions for Bipedal Locomotion

This is the video accompanying our ICRA 2021 submission: "

ICRA 2021: Learning Task Space Actions for Bipedal Locomotion

ICRA 2021: Learning Task Space Actions for Bipedal Locomotion

This is the presentation for our ICRA 2021 paper "

Learning Task-Agnostic Action Spaces for Movement Optimization

Learning Task-Agnostic Action Spaces for Movement Optimization

The supplemental video for the following paper:

RSS 2020, Spotlight Talk 101: Learning Task-Driven Control Policies via Information Bottlenecks

RSS 2020, Spotlight Talk 101: Learning Task-Driven Control Policies via Information Bottlenecks

Learning Task

Training in Task Space to Speed Up and Guide Reinforcement Learning

Training in Task Space to Speed Up and Guide Reinforcement Learning

This video shows simulations of executing a policy learned with Proximal Policy Optimization (PPO) for various

Policy Learning in Spatial Action Spaces (Robert Platt, Northeastern University)

Policy Learning in Spatial Action Spaces (Robert Platt, Northeastern University)

Winter 2021 Robotics Colloquium While model free reinforcement

CoRL 2020, Spotlight Talk 386: PLAS: Latent Action Space for Offline Reinforcement Learning

CoRL 2020, Spotlight Talk 386: PLAS: Latent Action Space for Offline Reinforcement Learning

"**PLAS: Latent

Template Model Inspired Task Space Learning for Robust Bipedal Locomotion

Template Model Inspired Task Space Learning for Robust Bipedal Locomotion

This work presents a hierarchical framework for bipedal locomotion that combines a Reinforcement

Stepping Up | Reinforcement Learning with Spot | Boston Dynamics

Stepping Up | Reinforcement Learning with Spot | Boston Dynamics

In release 4.0, we advanced Spot's locomotion abilities thanks to the power of reinforcement

Generalized Orientation Learning in Robot Task Space

Generalized Orientation Learning in Robot Task Space

Generalized Orientation Learning in Robot Task Space

MIT Robotics - Florian Shkurti - Learning to Plan and Perceive for Task and Motion Planning

MIT Robotics - Florian Shkurti - Learning to Plan and Perceive for Task and Motion Planning

MIT - April 12, 2024 Speaker: Florian Shkurti Seminar title:

Learning Task Constraints in Operational Space Formulation

Learning Task Constraints in Operational Space Formulation

Hsiu-Chin Lin, Prahakar Ray, Matthew Howard. "

Learning to Act Anywhere with Task-centric Latent Actions (May 2025)

Learning to Act Anywhere with Task-centric Latent Actions (May 2025)

Title: UniVLA: