Imitation Learning Robotics - Search Videos

How can we train and evaluate robot imitation learning effectively? This is the problem BeyondMiMic aims to address. BeyondMiMic is a real-world motion imitation framework for humanoid control developed by @Hybrid Robotics. It enables natural and versatile motion tracking using diffusion-based controllers, with a focus on practical deployment on real robots. (Note: guided diffusion control is included but still under exploration.) Key Capabilities: ✅ Motion Tracking: Learn policies that track di

How can we train and evaluate robot imitation learning effectively? This is the problem BeyondMiMic aims to address. BeyondMiMic is a real-world motion imitation framework for humanoid control developed by @Hybrid Robotics. It enables natural and versatile motion tracking using diffusion-based controllers, with a focus on practical deployment on real robots. (Note: guided diffusion control is included but still under exploration.) Key Capabilities: ✅ Motion Tracking: Learn policies that track di

32 views6 months ago

FacebookThe Construct

Precise and dexterous robotic manipulation via human-in-the-loop reinforcement learning

Precise and dexterous robotic manipulation via human-in-the-loop reinforcement learning

Mastering the flip: Learning from human intent. 🤖 The NEO @1x.technologies robot isn't just following a rigid script; it is mastering dynamic tasks through teleoperation and imitation learning. By recording motion data and sensor feedback from a human operator, machine learning models allow the robot to reproduce complex movements independently. This specific clip showcases how quickly a humanoid can adapt to a flipping pattern after being exposed to human demonstrations, effectively bypassing

Mastering the flip: Learning from human intent. 🤖 The NEO @1x.technologies robot isn't just following a rigid script; it is mastering dynamic tasks through teleoperation and imitation learning. By recording motion data and sensor feedback from a human operator, machine learning models allow the robot to reproduce complex movements independently. This specific clip showcases how quickly a humanoid can adapt to a flipping pattern after being exposed to human demonstrations, effectively bypassing

1.4K views3 months ago

FacebookCTO Robotics Media

Ready to accelerate your robots' learning? 🦾 Isaac Lab 2.3 is now generally available. 🎉 New features let you enhance humanoid robots with advanced whole-body control, improved imitation learning, and more natural locomotion. Plus, Omni.PhysX is now open-source. 🔓 Learn more: https://nvda.ws/4pnsDXd | NVIDIA Robotics

Ready to accelerate your robots' learning? 🦾 Isaac Lab 2.3 is now generally available. 🎉 New features let you enhance humanoid robots with advanced whole-body control, improved imitation learning, and more natural locomotion. Plus, Omni.PhysX is now open-source. 🔓 Learn more: https://nvda.ws/4pnsDXd | NVIDIA Robotics

7.8K views6 months ago

FacebookNVIDIA Robotics

[NeurIPS 2020] Language-Conditioned Imitation Learning for Robot Manipulation Tasks | Heni Ben Amor

[NeurIPS 2020] Language-Conditioned Imitation Learning for Robot Manipulation Tasks | Heni Ben Amor

6K views4 months ago

🤖 How Atlas Robot Learns Human Movements | Boston Dynamics Breakthrough

🤖 How Atlas Robot Learns Human Movements | Boston Dynamics Breakthrough

1.2K viewsApr 4, 2025

YouTubeSoftreviewed

#imitationlearning #robotics #machinelearning #teleoperation #lerobot #actpolicy #computervision #mediapipe #vr #xarm5 #ufactory #nationalrobotarium #roboticmanipulation #ai | Adip Das

#imitationlearning #robotics #machinelearning #teleoperation #lerobot #actpolicy #computervision #mediapipe #vr #xarm5 #ufactory #nationalrobotarium #roboticmanipulation #ai | Adip Das

5 views3 weeks ago

Teaching Nybble: Robotics Imitation Learning with Human Moves | Petoi

5.5K viewsNov 27, 2022

YouTubePetoiCamp

Beginner-friendly Case of Imitation Learning with myCobot

Stanford Seminar - Interactive Imitation Learning: Planning Alongside Humans

5.7K viewsFeb 1, 2022

YouTubeStanford Online

ALOHA Robot at Stanford University

7.9K viewsMay 15, 2024

YouTubeZipeng Fu

Teaching robots like humans: 1000 tasks in 24 hours

293 views2 months ago

YouTubeTechFirst with John Koetsier

Robot Cable Plugging with Imitation Learning | Adaptive Task Execution

1 views3 months ago

YouTubeMarija Golubović

[NeurIPS 2020] Language-Conditioned Imitation Learning for Robot Manipulation Tasks

3.2K viewsSep 29, 2020

YouTubeASU Interactive Robotics Lab

Imitation Learning of Motion Parameters for Dynamic Manipulation Tasks

4.9K viewsMar 16, 2014

YouTubeMaryland Robotics Center

DexGen: Control Robot Hand with Imitation & Reinforcement Learning for Dexterous Manipulation

7.2K viewsFeb 10, 2025

YouTubeKevin Wood | Robotics & AI

SRT-H: A hierarchical framework for autonomous surgery via language-conditioned imitation learning

UKnoWhat? on Instagram: "✅️ Follow us ✅️ Imitation learning! Imitation learning, a powerful technique in robotics, allows robots to learn complex behaviors by observing and mimicking human demonstrations. It offers a more intuitive and efficient approach compared to traditional programming. Key methods include behavior cloning, where robots directly map states to actions from demonstrations, and inverse reinforcement learning, where robots infer the reward function behind human behavior to optim

28.3K viewsNov 28, 2024

Instagramuknowhat.team

Core Concepts: Imitation Learning

5.3K viewsOct 28, 2021

YouTubeSanjiban Choudhury

Nvidia Robot Training Tech Explained

1.6K viewsJan 11, 2025

Stanford CS25: V2 I Robotics and Imitation Learning

20.3K viewsMay 23, 2023

YouTubeStanford Online

Augmented Imitation Learning in Isaac Lab | Robotics Office Hours

1.6K views8 months ago

YouTubeNVIDIA Omniverse

RoboBallet: Planning for multirobot reaching with graph neural networks and reinforcement learning

LOTUS: Continual Imitation Learning for Robot Manipulation Through Unsupervised Skill Discovery

495 viewsJun 21, 2024

YouTubeUT-Austin Robot Perception and Learning Lab

wisdomhubs on Instagram: "What looks chaotic here is actually a simple but powerful demonstration of how machine learning through imitation works. The robot isn't "thinking" or reacting emotionally-it's observing human motion patterns, breaking them down into data points like joint angles, speed, force, and timing, and then attempting to replicate those movements using probabilistic models. Early-stage learning often looks clumsy or aggressive because the system is optimizing trial by trial, adj

11.8K views3 months ago

Instagramwisdomhubs_

Robot threads needle by using deep imitation learning

860 viewsMar 22, 2023

bilibiliZYou小明

Robots learning without writing a single line of code 🤖🚀

664 views4 months ago

YouTubeAutomated Podcast

Wheeled robots types, uses, advantages and disadvantages | Science online

online-sciences.com

Imitation Learning: Reinforcement Learning For The Real World - Dr. Byron Galbraith

5.3K viewsJul 17, 2019

YouTubeOpen Data Science and AI Conference

Coarse-to-Fine Imitation Learning: Robot Manipulation from a Single Demonstration

4.2K viewsMay 15, 2021

YouTubeThe Robot Learning Lab at Imperial College Lo…

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