From 60500b85f014d514481858da0fbb49f4b76f27e9 Mon Sep 17 00:00:00 2001
From: dhruvbatra <dhruvbatra@users.noreply.github.com>
Date: Mon, 8 Apr 2019 15:36:55 -0700
Subject: [PATCH] Adding references to whitepaper (#54)

---
 README.md | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 69fc8846d..8921308d1 100644
--- a/README.md
+++ b/README.md
@@ -27,6 +27,9 @@ Habitat-API currently uses [`Habitat-Sim`](https://github.com/facebookresearch/h
    1. [Details](#details)
    1. [Data](#data)
    1. [Baselines](#baselines)
+   1. [Acknowledgments](#acknowledgments)
+   1. [License](#license)
+   1. [References](#references)
 
 ## Motivation
 While there has been significant progress in the vision and language communities thanks to recent advances in deep representations, we believe there is a growing disconnect between ‘internet AI’ and embodied AI. The focus of the former is pattern recognition in images, videos, and text on datasets typically curated from the internet. The focus of the latter is to enable action by an embodied agent in an environment (e.g. a robot). This brings to the forefront issues of active perception, long-term planning, learning from interaction, and holding a dialog grounded in an environment.
@@ -34,7 +37,7 @@ While there has been significant progress in the vision and language communities
 To this end, we aim to standardize the entire ‘software stack’ for training embodied agents – scanning the world and creating highly photorealistic 3D assets, developing the next generation of highly efficient and parallelizable simulators, specifying embodied AI tasks that enable us to benchmark scientific progress, and releasing modular high-level libraries to train and deploy embodied agents.
 
 ## Citing Habitat
-If you use the Habitat platform in your research, please cite the following technical report:
+If you use the Habitat platform in your research, please cite the following [technical report](https://arxiv.org/abs/1904.01201):
 ```
 @article{habitat19arxiv,
   title =   {Habitat: A Platform for Embodied AI Research},
@@ -151,3 +154,6 @@ The Habitat project would not have been possible without the support and contrib
 
 ## License
 Habitat-API is MIT licensed. See the LICENSE file for details.
+
+## References
+1. [Habitat: A Platform for Embodied AI Research](https://arxiv.org/abs/1904.01201). Manolis Savva, Abhishek Kadian, Oleksandr Maksymets, Yili Zhao, Erik Wijmans, Bhavana Jain, Julian Straub, Jia Liu, Vladlen Koltun, Jitendra Malik, Devi Parikh, Dhruv Batra. Tech report, arXiv:1904.01201, 2019. 
-- 
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