Media Summary: Towards General and Autonomous Learning of Locomotion Skills We present APT-RL (Action Pretrained Transformer-based Reinforcement ML/RL methods are often viewed as a magical black box, and while that's not true, learned policies are nonetheless a valuable ...

Learning Semantics Aware Locomotion Skills - Detailed Analysis & Overview

Towards General and Autonomous Learning of Locomotion Skills We present APT-RL (Action Pretrained Transformer-based Reinforcement ML/RL methods are often viewed as a magical black box, and while that's not true, learned policies are nonetheless a valuable ... ACM SIGGRAPH 2011 paper Project page with executable demo: ... Authors: Alexander L. Mitchell, Wolfgang Merkt, Mathieu Geisert, Siddhant Gangapurwala, Martin Engelcke, Oiwi Parker Jones, ... Scientists from the University of Edinburgh (UK) teach a robot puppy to

Navigating discrete terrain such as stepping stones remains a major challenge for legged robots. Conventional approaches often ... UCL Humanoid Robotics Lab: Humphreys, J., Zhou, C.

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Learning Semantics-Aware Locomotion Skills from Human Demonstration
RSS 2020, Spotlight Talk 64: Learning Agile Robotic Locomotion Skills by Imitating Animals
Towards General and Autonomous Learning of Locomotion Skills
NIPS 2011 Learning Semantics Workshop: Learning Semantics of Movement
Learning Coordinated Terrain-Adaptive Locomotion by Imitating a Centroidal Dynamics Planner
RobotKeyframing: Learning Locomotion with High Level Objectives
Agile perceptive multiskill locomotion for quadrupedal robots in the wild
Learning Legged Locomotion: ML as one tool in an engineered system
Locomotion Skills for Simulated Quadrupeds
Next Steps: Learning a Disentangled Gait Representation for Versatile Quadruped Locomotion
Multi-expert learning of adaptive legged locomotion
Learning Locomotion on Discrete Terrain via Minimal Proximity Sensing
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Learning Semantics-Aware Locomotion Skills from Human Demonstration

Learning Semantics-Aware Locomotion Skills from Human Demonstration

The

RSS 2020, Spotlight Talk 64: Learning Agile Robotic Locomotion Skills by Imitating Animals

RSS 2020, Spotlight Talk 64: Learning Agile Robotic Locomotion Skills by Imitating Animals

Learning

Towards General and Autonomous Learning of Locomotion Skills

Towards General and Autonomous Learning of Locomotion Skills

Towards General and Autonomous Learning of Locomotion Skills

NIPS 2011 Learning Semantics Workshop: Learning Semantics of Movement

NIPS 2011 Learning Semantics Workshop: Learning Semantics of Movement

Learning Semantics

Learning Coordinated Terrain-Adaptive Locomotion by Imitating a Centroidal Dynamics Planner

Learning Coordinated Terrain-Adaptive Locomotion by Imitating a Centroidal Dynamics Planner

We trained terrain-

RobotKeyframing: Learning Locomotion with High Level Objectives

RobotKeyframing: Learning Locomotion with High Level Objectives

This paper presents a novel

Agile perceptive multiskill locomotion for quadrupedal robots in the wild

Agile perceptive multiskill locomotion for quadrupedal robots in the wild

We present APT-RL (Action Pretrained Transformer-based Reinforcement

Learning Legged Locomotion: ML as one tool in an engineered system

Learning Legged Locomotion: ML as one tool in an engineered system

ML/RL methods are often viewed as a magical black box, and while that's not true, learned policies are nonetheless a valuable ...

Locomotion Skills for Simulated Quadrupeds

Locomotion Skills for Simulated Quadrupeds

ACM SIGGRAPH 2011 paper Project page with executable demo: ...

Next Steps: Learning a Disentangled Gait Representation for Versatile Quadruped Locomotion

Next Steps: Learning a Disentangled Gait Representation for Versatile Quadruped Locomotion

Authors: Alexander L. Mitchell, Wolfgang Merkt, Mathieu Geisert, Siddhant Gangapurwala, Martin Engelcke, Oiwi Parker Jones, ...

Multi-expert learning of adaptive legged locomotion

Multi-expert learning of adaptive legged locomotion

Scientists from the University of Edinburgh (UK) teach a robot puppy to

Learning Locomotion on Discrete Terrain via Minimal Proximity Sensing

Learning Locomotion on Discrete Terrain via Minimal Proximity Sensing

Navigating discrete terrain such as stepping stones remains a major challenge for legged robots. Conventional approaches often ...

Learning to Adapt through Bio-Inspired Gait Strategies for Versatile Quadruped Locomotion

Learning to Adapt through Bio-Inspired Gait Strategies for Versatile Quadruped Locomotion

UCL Humanoid Robotics Lab: https://ucl-humanoid.github.io Humphreys, J., Zhou, C.