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Shlok Sobti

3 accepted papers

2023

Efficient Inference of Temporal Task Specifications from Human Demonstrations using Experiment Design

ICRA 2023poster

Robotic deployments in human environments have motivated the need for autonomous systems to be able to interact with humans and solve tasks effectively. Human demonstrations of tasks can be used to infer underlying task specifications, commonly modeled with temporal logic. State-of-the-art methods h…

Cited by 2SourceScholar
2021

A Sampling-based Motion Planning Framework for Complex Motor Actions

IROS 2021poster

We present a framework for planning complex motor actions such as pouring or scooping from arbitrary start states in cluttered real-world scenes. Traditional approaches to such tasks use dynamic motion primitives (DMPs) learned from human demonstrations. We enhance a recently proposed state-of-the-a…

Cited by 6SourceScholar
2020

Increasing Robot Autonomy via Motion Planning and an Augmented Reality Interface

RA-L 2020

Recently, there has been a growing interest in robotic systems that are able to share workspaces and collaborate with humans. Such collaborative scenarios require efficient mechanisms to communicate human requests to a robot, as well as to transmit robot interpretations and intents to humans. Recent

Cited by 28SourceScholar