Advances in Dexterous Manipulation and Robotic Control

The field of robotics is moving towards more dexterous and autonomous manipulation capabilities, with a focus on developing innovative control systems and mechanisms that can handle complex tasks with precision and accuracy. Researchers are exploring new designs and control strategies for robotic hands, fingers, and arms, as well as advancing the field of haptic feedback and force sensing. Noteworthy papers in this area include the development of a mechanically isomorphic exoskeleton data collection system, a modular force feedback glove, and a framework for learning dexterous manipulation skills from imperfect simulations. These advancements have significant implications for applications such as robotic assembly, surgery, and human-robot collaboration.

Notable papers: MILE introduces a mechanically isomorphic exoskeleton data collection system for dexterous manipulation. KinesCeTI presents a modular force feedback glove with interchangeable actuation for the index and thumb. Learning Dexterous Manipulation Skills from Imperfect Simulations proposes a framework for learning manipulation skills from simplified simulations.

Sources

Design And Control of A Robotic Arm For Industrial Applications

MILE: A Mechanically Isomorphic Exoskeleton Data Collection System with Fingertip Visuotactile Sensing for Dexterous Manipulation

KinesCeTI: A Modular and Size-Adaptable Force Feedback Glove with Interchangeable Actuation for the Index and Thumb

Active Learning of Fractional-Order Viscoelastic Model Parameters for Realistic Haptic Rendering

Mechatronic Design, Dynamic Modeling, and Real-Time Control of a Movable Scaffold

Constant-Time Motion Planning with Manipulation Behaviors

Think Fast: Real-Time Kinodynamic Belief-Space Planning for Projectile Interception

Learning Dexterous Manipulation Skills from Imperfect Simulations

Reinforcement Learning for Robotic Safe Control with Force Sensing

Experimental Characterization of Fingertip Trajectory following for a 3-DoF Series-Parallel Hybrid Robotic Finger

Multimodal Control of Manipulators: Coupling Kinematics and Vision for Self-Driving Laboratory Operations

ContactRL: Safe Reinforcement Learning based Motion Planning for Contact based Human Robot Collaboration

Cross-embodied Co-design for Dexterous Hands

Development of a 15-Degree-of-Freedom Bionic Hand with Cable-Driven Transmission and Distributed Actuation

Embodied Co-Design for Rapidly Evolving Agents: Taxonomy, Frontiers, and Challenges

Preliminary Analysis and Simulation of a Compact Variable Stiffness Wrist

Introducing V-Soft Pro: a Modular Platform for a Transhumeral Prosthesis with Controllable Stiffness

Built with on top of