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20192026
most citedCan an Embodied Agent Find Your "Cat-shaped Mug"? LLM-Guided Exploration for Zero-Shot Object Navigation

79 citations · 88 across the 11 of their papers we have counts for

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Showing 2024Show all

5 papers · 1 filter

cs.RO2024

Improving Zero-Shot ObjectNav with Generative Communication

Vishnu Sashank Dorbala, Vishnu Dutt Sharma, Pratap Tokekar +1

We propose a new method for improving zero-shot ObjectNav that aims to utilize potentially available environmental percepts for navigational assistance. Our approach takes into acc…

cs.LG2024

Multi-LLM QA with Embodied Exploration

Bhrij Patel, Vishnu Sashank Dorbala, Amrit Singh Bedi +1

Large language models (LLMs) have grown in popularity due to their natural language interface and pre trained knowledge, leading to rapidly increasing success in question-answering…

cs.RO2024

Is the House Ready For Sleeptime? Generating and Evaluating Situational Queries for Embodied Question Answering

Vishnu Sashank Dorbala, Prasoon Goyal, Robinson Piramuthu +3

We present and tackle the problem of Embodied Question Answering (EQA) with Situational Queries (S-EQA) in a household environment. Unlike prior EQA work tackling simple queries th…

cs.RO2024

Can LLMs Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis

Vishnu Sashank Dorbala, Sanjoy Chowdhury, Dinesh Manocha

We present a novel approach to automatically synthesize "wayfinding instructions" for an embodied robot agent. In contrast to prior approaches that are heavily reliant on human-ann…

cs.RO2024

Personalized Embodied Navigation for Portable Object Finding

Vishnu Sashank Dorbala, Bhrij Patel, Amrit Singh Bedi +1

Embodied navigation methods commonly operate in static environments with stationary objects. In this work, we present approaches for tackling navigation in dynamic scenarios with n…