diff --git a/README.md b/README.md
index 4ff90c7..6841631 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,7 @@
 # pandemic_RL
 
+This code generates the results presented in [Pandemic Response as Reinforcement Learning](http://www.mlforeconomicpolicy.com/papers/MLEconPolicy20_paper_29.pdf), presented at the [NeurIPS 2020 Workshop on Machine Learning for Economic Policy](mlforeconomicpolicy.com/).
+
 ## Setup
 
 Install dependencies:
@@ -30,4 +32,4 @@ python main.py --num_population 1000  --imported_cases_per_step_range 1 --powers
 Debugging:
 ```
 python main.py --num_population 20 --imported_cases_per_step_range 0 --powers 1.0 --action_frequency 1 4 8 24 --tags no_clipping --distr_family poisson --horizon 24 36 48 96
-```
\ No newline at end of file
+```