Publications

(2022). Self-healing ionic gelatin/glycerol hydrogels for strain sensing applications. NPG Asia Materials.

Cite Video Custom Link

(2022). Manipulation of free-floating objects using Faraday flows and deep reinforcement learning. Scientific reports.

PDF Cite Video Custom Link

(2022). Learning-Based Damage Recovery for Healable Soft Electronic Skins. Advanced Intelligent Systems.

PDF Cite Video Custom Link

(2022). Closing the Control Loop with Time-Variant Embedded Soft Sensors and Recurrent Neural Networks. Soft Robotics Journal.

PDF Cite Video Custom Link

(2021). Using Redundant and Disjoint Time-Variant Soft Robotic Sensors for Accurate Static State Estimation. Robotics and Automation Letters.

PDF Cite Video Custom Link

(2021). First-Order Dynamic Modeling and Control of Soft Robots. Frontiers in Robotics and AI.

PDF Cite Video Custom Link

(2020). Improving Robotic Cooking Using Batch Bayesian Optimization. Robotics and Automation Letters.

PDF Cite Video Custom Link

(2020). Electronic skins and machine learning for intelligent soft robots. Science Robotics.

PDF Cite Video Custom Link

(2019). Soft robot perception using embedded soft sensors and recurrent neural networks. Science Robotics.

PDF Cite Video Custom Link