From 8c93996a172f266ed402d8c0a82ecb9b4229bce0 Mon Sep 17 00:00:00 2001
From: Hiroki Furuta <33809149+frt03@users.noreply.github.com>
Date: Mon, 25 Oct 2021 22:00:48 +0900
Subject: [PATCH] Update README.md

---
 README.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index dc87fa4..6177b97 100644
--- a/README.md
+++ b/README.md
@@ -1,15 +1,15 @@
 # Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning
 
-[[arxiv]](https://arxiv.org/abs/2103.17258)
+[[arxiv]](https://arxiv.org/abs/2103.17258), Accepted at NeurIPS 2021.
 
 This codebase includes inference-based off-policy algorithms, both KL control ([SAC](https://arxiv.org/abs/1801.01290)) and EM control ([MPO](https://arxiv.org/abs/1806.06920), [AWR](https://arxiv.org/abs/1910.00177), [AWAC](https://arxiv.org/abs/2006.09359)) methods.
 
 If you use this codebase for your research, please cite the paper:
 ```
-@article{furuta2021inference,
+@inproceedings{furuta2021inference,
   title={Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning},
   author={Hiroki Furuta and Tadashi Kozuno and Tatsuya Matsushima and Yutaka Matsuo and Shixiang Shane Gu},
-  journal={arXiv preprint arXiv:arXiv:2103.17258},
+  booktitle = {Advances in Neural Information Processing Systems},
   year={2021}
 }
 ```