Robot Learning for Manipulation Archives - Robotics Institute Carnegie Mellon University

Robot Learning for Manipulation

David Held

David Held

Associate Professor, RI
Office: EDSH 213

Research Interests

Applications

Robot Programming by Demonstration
Active Perception
Robot Learning for Manipulation
Perceptual Robotics
Computer Vision
Visual Servoing and Visual Tracking
Reinforcement Learning
Learning and Classification
3-D Vision and Recognition
Human-Centered Robotics
Neurorobotics
Robotics Foundations
Sensing & Perception
Manipulation & Interfaces
Human Robot Collaboration
Deep Learning

Applications

Robots in the Home
Companion Robotics
Modular Manufacturing
Manufacturing
Transportation
Personal and Assistive Robotics
Self-Driving Cars & Vehicles

Oliver Kroemer

Oliver Kroemer

Assistant Professor, RI
Office: NSH 4531

Research Interests

Applications

Robot Learning for Manipulation
Motion for Manipulation Tasks
Learning and Classification
Force and Tactile Sensors
Grasping
World Modeling
Robot Programming by Demonstration
AI Reasoning for Robotics
Domestic Robotics
Contact Modeling and Manipulation
Manipulation & Interfaces
Human-Centered Robotics
Sensing & Perception
Robotics Foundations

Applications

Robots in the Home
Companion Robotics
Modular Manufacturing
Personal and Assistive Robotics
Manufacturing

Maxim Likhachev

Maxim Likhachev

Professor, RI
Office: NSH 3211

Research Interests

Applications

Motion Planning
Machine Learning Embedded in Systems
AI Reasoning for Robotics
AI Reasoning for Articulated Systems
Motion for Manipulation Tasks
Humanoids
Robot Programming by Demonstration
Aerial Robotics
Industrial Robotics
Legged Robots
Field & Service Robotics
Human-Centered Robotics
Manipulation & Interfaces
Robot Learning for Manipulation
Robot Structures
Robotics Foundations

Applications

Manufacturing
Robots in the Home
Field Robotics
Personal and Assistive Robotics

Deepak Pathak

Deepak Pathak

Raj Reddy Assistant Professor in Robotics
Office: EDSH 218

Research Interests

Applications

Deep Learning
Computer Vision
Reinforcement Learning
Robot Learning for Manipulation
Robot Hands
Legged Robots
World Modeling
Perceptual Robotics
3-D Vision and Recognition
AI Reasoning for Robotics
Human-Centered Robotics
Manipulation & Interfaces
Robot Structures
Sensing & Perception
Robotics Foundations

Applications

Personal and Assistive Robotics
Robots in the Home
Companion Robotics
Manufacturing

Matthew J. Travers

Matthew J. Travers

Senior Systems Scientist, RI
Office: NSH 3207

Research Interests

Applications

Biologically Inspired and Evolutionary Robotics
Human-Robot Interaction
Search and Rescue Robotics
Force Control
Micro/Nanorobots
Motion Control
Kinematically Redundant Manipulators
Robotic Systems Architectures and Programming
Robots with Flexible Elements
Human-Centered Robotics
Kinematics
Robotics Foundations
Human Robot Collaboration
AI Reasoning for Robotics
Field & Service Robotics
Robotics for Scientific Discovery
Robotics in Agriculture and Forestry
Robotics in Construction
Robotics in Hazardous Application
Space Robots and Systems
Underwater Robotics
Domestic Robotics
Perceptual Robotics
Manipulation & Interfaces
Behavior-based Systems
Cooperative Manipulators
Motion for Manipulation Tasks
Robot Learning for Manipulation
Robot Structures
Legged Robots
Model Identification
Parallel Mechanism and Robots
Soft Robotics
Wheeled Robots
Active Perception
AI Reasoning for Articulated Systems
Dynamics
Geometric Algorithms
Reinforcement Learning
Motion Planning
Sensing & Perception
Force and Tactile Sensors
Multisensor Data Fusion
Sensing and Estimation
Full Stack Autonomy

Applications

Agriculture
Soft Robotics
Robotic Surgery
Medical Robotics
Manufacturing
Field Robotics
Infrastructure
Personal and Assistive Robotics
Urban Search and Rescue