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<div class="container"> | ||
<div class="row"> | ||
<div class="col-md text-center"> | ||
<img src="img/diagrams/local_conn.png" width="100%" height="auto"/> | ||
<figcaption><small>Local backbone and Connectivity head</small></figcaption> | ||
</div> | ||
<div class="col-md text-center"> | ||
<img src="img/diagrams/geodesic.png" width="100%" height="auto"/> | ||
<figcaption><small>Geodesic Regressor</small></figcaption> | ||
</div> | ||
<div class="col-md text-center"> | ||
<img src="img/diagrams/fd.png" width="100%" height="auto"/> | ||
<figcaption><small>Forward Dynamics</small></figcaption> | ||
</div> | ||
</div> | ||
</div> |
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<div class="container"> | ||
<div class="row"> | ||
<div class="col-md text-center"> | ||
<img src="img/diagrams/sptm_retrieval.png" width="100%" height="auto"/> | ||
<figcaption><small>SPTM Retrieval</small></figcaption> | ||
</div> | ||
<div class="col-md text-center"> | ||
<img src="img/diagrams/sptm_locomotion.png" width="100%" height="auto"/> | ||
<figcaption><small>SPTM Locomotion</small></figcaption> | ||
</div> | ||
</div> | ||
</div> |
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<div class="container"> | ||
<div class="row"> | ||
<div class="col-md-6 offset-md-3 text-center"> | ||
<img src="img/diagrams/ving.png" width="100%" height="auto"/> | ||
<figcaption><small>ViNG</small></figcaption> | ||
</div> | ||
</div> | ||
</div> |
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<div class="container"> | ||
<div class="row"> | ||
<div class="col-md text-center"> | ||
<img src="{{ include.src_1 }}" width="100%" height="auto"/> | ||
<figcaption><small>{{ include.caption_1 }}</small></figcaption> | ||
</div> | ||
<div class="col-md text-center"> | ||
<img src="{{ include.src_2 }}" width="100%" height="auto"/> | ||
<figcaption><small>{{ include.caption_2 }}</small></figcaption> | ||
</div> | ||
<div class="col-md text-center"> | ||
<img src="{{ include.src_3 }}" width="100%" height="auto"/> | ||
<figcaption><small>{{ include.caption_3 }}</small></figcaption> | ||
</div> | ||
<div class="col-md text-center"> | ||
<img src="{{ include.src_4 }}" width="100%" height="auto"/> | ||
<figcaption><small>{{ include.caption_4 }}</small></figcaption> | ||
</div> | ||
<div class="col-md text-center"> | ||
<img src="{{ include.src_5 }}" width="100%" height="auto"/> | ||
<figcaption><small>{{ include.caption_5 }}</small></figcaption> | ||
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</div> | ||
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<div class="container"> | ||
<div class="row"> | ||
|
||
<div class="col-md text-center"> | ||
<a href="https://mikes96.github.io/"> | ||
Miguel Saavedra-Ruiz<sup>*</sup> | ||
</a> | ||
<br>Mila - Quebec AI Institute | ||
<br>Université de Montréal | ||
<br>DIRO | ||
</div> | ||
<div class="col-md text-center"> | ||
<a href="https://ca.linkedin.com/in/steven-parkison-823702233"> | ||
Steven Parkison<sup>*</sup> | ||
</a> | ||
<br>Hydro-Québec Research Institute | ||
<br>IREQ | ||
</div> | ||
<div class="col-md text-center"> | ||
<a href="https://ca.linkedin.com/in/riaarora333"> | ||
Ria Arora | ||
</a> | ||
<br>Mila - Quebec AI Institute | ||
<br>Université de Montréal | ||
<br>DIRO | ||
</div> | ||
<div class="col-md text-center"> | ||
<a href="https://www.mcgill.ca/mecheng/james-forbes"> | ||
James Richard Forbes | ||
</a> | ||
<br>McGill University | ||
<br>Department of Mechanical Engineering | ||
</div> | ||
<div class="col-md text-center"> | ||
<a href="https://liampaull.ca/"> | ||
Liam Paull | ||
</a> | ||
<br>Mila - Quebec AI Institute | ||
<br>Université de Montréal | ||
<br>DIRO | ||
</div> | ||
</div> | ||
<br> | ||
</div> |
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<div class="container"> | ||
<div class="row"> | ||
<div class="col-md-2 offset-md-4 text-center"> | ||
<a href="https://arxiv.org/abs/2303.04011"> | ||
<image src="img/paper_image.png" height="60px"></image> | ||
<h4><strong>Paper</strong></h4> | ||
</a> | ||
</div> | ||
<div class="col-md-2 offset-md-0 text-center"> | ||
<a href="https://github.com/montrealrobotics/one4all"> | ||
<image src="img/github.png" height="60px"></image> | ||
<h4><strong>Code</strong></h4> | ||
</a> | ||
</div> | ||
</div> | ||
</div> |
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<div style="margin: auto; width: 100%"> | ||
<pre> | ||
@article{morin2023one, | ||
title = {One-4-All: Neural Potential Fields for Embodied Navigation}, | ||
author = {Morin, Sacha and Saavedra-Ruiz, Miguel and Paull, Liam}, | ||
year = 2023, | ||
journal = {arXiv preprint arXiv:2303.04011} | ||
} </pre> | ||
</div> |
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<div class="container"> | ||
<div class="row"> | ||
<div class="col-md text-center"> | ||
<img src="img/plots/sr.png" width="100%" height="auto"/> | ||
<img src="img/plots/ssr.png" width="100%" height="auto"/> | ||
<img src="img/plots/spl.png" width="100%" height="auto"/> | ||
<img src="img/plots/dtg.png" width="100%" height="auto"/> | ||
</div> | ||
</div> | ||
</div> |
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<div class="container"> | ||
<div class="row"> | ||
<div class="col-md text-center"> | ||
<i>Aloha</i> | ||
<img src="img/aloha/aloha_graph.png" width="100%" height="auto"/> | ||
<img src="img/aloha/aloha_global.png" width="100%" height="auto"/> | ||
</div> | ||
<div class="col-md text-center"> | ||
<i>Annawan</i> | ||
<img src="img/annawan/annawan_graph.png" width="100%" height="auto"/> | ||
<img src="img/annawan/annawan_global.png" width="100%" height="auto"/> | ||
</div> | ||
<div class="col-md text-center"> | ||
<i>Cantwell</i> | ||
<img src="img/cantwell/cantwell_graph.png" width="100%" height="auto"/> | ||
<img src="img/cantwell/cantwell_global.png" width="100%" height="auto"/> | ||
</div> | ||
<div class="col-md text-center"> | ||
<i>Dunmor</i> | ||
<img src="img/dunmor/dunmor_graph.png" width="100%" height="auto"/> | ||
<img src="img/dunmor/dunmor_global.png" width="100%" height="auto"/> | ||
</div> | ||
</div> | ||
</div> |
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<div class="container"> | ||
<div class="row"> | ||
<div class="col-md text-center"> | ||
<i>Eastville</i> | ||
<img src="img/eastville/eastville_graph.png" width="100%" height="auto"/> | ||
<img src="img/eastville/eastville_global.png" width="100%" height="auto"/> | ||
</div> | ||
<div class="col-md text-center"> | ||
<i>Hambleton</i> | ||
<img src="img/hambleton/hambleton_graph.png" width="100%" height="auto"/> | ||
<img src="img/hambleton/hambleton_global.png" width="100%" height="auto"/> | ||
</div> | ||
<div class="col-md text-center"> | ||
<i>Nicut</i> | ||
<img src="img/nicut/nicut_graph.png" width="100%" height="auto"/> | ||
<img src="img/nicut/nicut_global.png" width="100%" height="auto"/> | ||
</div> | ||
<div class="col-md text-center"> | ||
<i>Sodaville</i> | ||
<img src="img/sodaville/sodaville_graph.png" width="100%" height="auto"/> | ||
<img src="img/sodaville/sodaville_global.png" width="100%" height="auto"/> | ||
</div> | ||
</div> | ||
</div> |
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<div class="row"> | ||
<div class="col-md-8 offset-md-2 text-center"> | ||
<img src="img/tables/params.png" width="100%" height="auto"/> | ||
<figcaption><small>Hyperparameters</small></figcaption> | ||
</div> | ||
</div> |
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<div class="row"> | ||
<div class="col-md-4 offset-md-4 text-center"> | ||
<img src="img/tables/jackal.png" width="100%" height="auto"/> | ||
<!--<figcaption><small>Jackal</small></figcaption>--> | ||
</div> | ||
</div> |
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<div style="margin: auto; width: 55%"> | ||
<video style="width:100%" autoplay loop muted controls> | ||
<source src="img/timelapse.mp4" type="video/mp4"/> | ||
</video> | ||
</div> |
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<!--Latex Macros--> | ||
<div hidden> | ||
\( | ||
\newcommand{\actions}{\mathcal{A}} | ||
\newcommand{\freeactions}{\actions_{free}} | ||
\newcommand{\actionsconn}{\actions^\prime} | ||
\newcommand{\rgbspace}{\mathcal{O}_{RGB}} | ||
\newcommand{\rgbmanifold}{\mathcal{M}_{RGB}} | ||
\newcommand{\latentspace}{\mathcal{X}} | ||
\newcommand{\graph}{\mathcal{G}} | ||
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% Data | ||
\newcommand{\obs}{o} | ||
\newcommand{\code}{x} | ||
\newcommand{\datatraj}{\tau_o} | ||
\newcommand{\actiontraj}{\tau_a} | ||
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% Constantes | ||
\newcommand{\posmargin}{m_{+}} | ||
\newcommand{\negmargin}{m_{-}} | ||
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% Models | ||
\newcommand{\local}{h} | ||
\newcommand{\conn}{f^{\dagger}} | ||
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\newcommand{\norm}[1]{\left\lVert#1\right\rVert_2} | ||
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<div class="row"> | ||
<div class="col-md-12 text-center"> | ||
<img src="img/diagrams/diagram.png" width="100%" height="auto"/> | ||
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</div> | ||
</div> |
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<div class="row"> | ||
<div class="col-md-8 offset-md-2 text-center"> | ||
<img src="img/tables/main.png" width="100%" height="auto"/> | ||
<!--<figcaption><small>Main table</small></figcaption>--> | ||
</div> | ||
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<div style="margin: auto; width: 85%"> | ||
<video style="width:100%" autoplay loop muted controls> | ||
<source src="img/video.mp4" type="video/mp4" /> | ||
</video> | ||
</div> |
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<div style="margin: auto; width: 85%; text-align: center"> | ||
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