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Jaspreet Singh

4 accepted papers

2026

Navigating Narrow Spaces: A Comprehensive Framework for Agricultural Robots

ICRA 2026poster

Navigating within narrow spaces is a fundamental challenge in robotics, requiring precise localisation, localisation error recovery, dynamic path planning, and adaptive control for effective manoeuvring. This paper presents a modular and perception-driven navigation framework designed for constraine…

Cited by 0SourceScholar
2025

Navigating Narrow Spaces: A Comprehensive Framework for Agricultural Robots

RA-L 2025

Navigating within narrow spaces is a fundamental challenge in robotics, requiring precise localisation, localisation error recovery, dynamic path planning, and adaptive control for effective manoeuvring. This paper presents a modular and perception-driven navigation framework designed for constraine

Cited by 2SourceScholar
2022

Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks

NAACL 2022industry

Multi-task learning (MTL) aims to solve multiple tasks jointly by sharing a base representation among them. This can lead to more efficient learning and better generalization, as compared to learning each task individually. However, one issue that often arises in MTL is the convergence speed between…

Cited by 4SourcePDFScholar