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allenai avatar

allenai/robustnav

0
View on GitHub↗
31 stars·3 forks·Python·10 viewsprior.allenai.org/projects/robustnav↗

Robustnav

As an attempt towards assessing the robustness of embodied navigation agents, we propose RobustNav , a framework to quantify the performance of embodied navigation agents when exposed to a wide variety of visual – affecting RGB inputs – and dynamics – affecting transition dynamics – corruptions.…

Features

  • Navigation and Exploration - Benchmark suite for evaluating robustness in embodied navigation agents.

Star history

Star history chart for allenai/robustnavStar history chart for allenai/robustnav

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with Robustnav

These projects share indexed features with Robustnav. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • arsalan-mousavian/navigationarsalan-mousavian avatar

    arsalan-mousavian/Navigation

    8View on GitHub↗

    asdasdasd Visual Representation for Semantic Target Driven Navigation

    View on GitHub↗8
  • devendrachaplot/neural-slamdevendrachaplot avatar

    devendrachaplot/Neural-SLAM

    850View on GitHub↗

    This is a PyTorch implementation of the ICLR-20 paper:

    Python
    View on GitHub↗850
  • facebookresearch/habitat-apifacebookresearch avatar

    facebookresearch/habitat-api

    3,035View on GitHub↗

    Habitat-Lab

    Python
    View on GitHub↗3,035
  • allenai/savnallenai avatar

    allenai/savn

    195View on GitHub↗

    By Mitchell Wortsman, Kiana Ehsani, Mohammad Rastegari, Ali Farhadi and Roozbeh Mottaghi (Oral Presentation at CVPR 2019).

    Python
    View on GitHub↗195
Compare all 18 related projects→

Frequently asked questions

What does allenai/robustnav do?

As an attempt towards assessing the robustness of embodied navigation agents, we propose RobustNav , a framework to quantify the performance of embodied navigation agents when exposed to a wide variety of visual – affecting RGB inputs – and dynamics – affecting transition dynamics – corruptions.…

What are the main features of allenai/robustnav?

The main features of allenai/robustnav are: Navigation and Exploration.

Which projects share features with allenai/robustnav?

Projects with overlapping indexed features include: arsalan-mousavian/navigation — asdasdasd Visual Representation for Semantic Target Driven Navigation. devendrachaplot/neural-slam — This is a PyTorch implementation of the ICLR-20 paper:. facebookresearch/habitat-api — Habitat-Lab. facebookresearch/occupancyanticipation — This repository contains a PyTorch implementation of our ECCV-20 paper:. facebookresearch/sound-spaces — SoundSpaces is a realistic acoustic simulation platform for audio-visual embodied AI research. From audio-visual… allenai/savn — By Mitchell Wortsman, Kiana Ehsani, Mohammad Rastegari, Ali Farhadi and Roozbeh Mottaghi (Oral Presentation at CVPR…