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Ali Shafti

5 accepted papers

2020

Real-World Human-Robot Collaborative Reinforcement Learning

IROS 2020poster

The intuitive collaboration of humans and intelligent robots (embodied AI) in the real-world is an essential objective for many desirable applications of robotics. Whilst there is much research regarding explicit communication, we focus on how humans and robots interact implicitly, on motor adaptati…

Cited by 29SourceScholar
2019

Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation

IROS 2019poster

Robotic systems are ever more capable of automation and fulfilment of complex tasks, particularly with reliance on recent advances in intelligent systems, deep learning and artificial intelligence in general. However, as robots and humans come closer together in their interactions, the matter of int…

Cited by 103SourceScholar
2018

Embroidered Electrodes for Control of Affordable Myoelectric Prostheses

ICRA 2018poster

The low-cost manufacturing and maintenance of prostheses is of vital importance to their successful deployment in developing countries. Low-cost prosthesis actuation is generally achieved by combining pre-programmed control strategies, with surface-electromyographic measurements taken from the resid…

Cited by 31SourceScholar
2016

Real-time pose estimation and obstacle avoidance for multi-segment continuum manipulator in dynamic environments

IROS 2016poster

In this paper, we present a novel pose estimation and obstacle avoidance approach for tendon-driven multi-segment continuum manipulators moving in dynamic environments. A novel multi-stage implementation of an Extended Kalman Filter is used to estimate the pose of every point along the manipulator's…

Cited by 40SourceScholar