Search Results for author: Kushal Kedia

Found 7 papers, 4 papers with code

InteRACT: Transformer Models for Human Intent Prediction Conditioned on Robot Actions

no code implementations21 Nov 2023 Kushal Kedia, Atiksh Bhardwaj, Prithwish Dan, Sanjiban Choudhury

In collaborative human-robot manipulation, a robot must predict human intents and adapt its actions accordingly to smoothly execute tasks.

Robot Manipulation Transfer Learning

A Game-Theoretic Framework for Joint Forecasting and Planning

1 code implementation11 Aug 2023 Kushal Kedia, Prithwish Dan, Sanjiban Choudhury

On the other hand, planning for worst-case motions leads to overtly conservative behavior and a "frozen robot".

Rationale-Guided Few-Shot Classification to Detect Abusive Language

1 code implementation30 Nov 2022 Punyajoy Saha, Divyanshu Sheth, Kushal Kedia, Binny Mathew, Animesh Mukherjee

We introduce two rationale-integrated BERT-based architectures (the RGFS models) and evaluate our systems over five different abusive language datasets, finding that in the few-shot classification setting, RGFS-based models outperform baseline models by about 7% in macro F1 scores and perform competitively to models finetuned on other source domains.

Abusive Language Classification +1

Optimal Multi-Agent Path Finding for Precedence Constrained Planning Tasks

no code implementations8 Feb 2022 Kushal Kedia, Rajat Kumar Jenamani, Aritra Hazra, Partha Pratim Chakrabarti

We consider an extension to this problem, Precedence Constrained Multi-Agent Path Finding (PC-MAPF), wherein agents are assigned a sequence of planning tasks that contain precedence constraints between them.

Multi-Agent Path Finding valid

indicnlp@ kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages

1 code implementation14 Feb 2021 Kushal Kedia, Abhilash Nandy

The paper presents the submission of the team indicnlp@kgp to the EACL 2021 shared task "Offensive Language Identification in Dravidian Languages."

Language Identification text-classification +2

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