diff --git a/README.md b/README.md
index 2f10c02..d03fc8c 100644
--- a/README.md
+++ b/README.md
@@ -289,6 +289,7 @@ dashboard
 * Truncated Normal Noise ([code](rl_coach/exploration_policies/truncated_normal.py))
 * [Bootstrapped Deep Q Network](https://arxiv.org/abs/1602.04621)  ([code](rl_coach/agents/bootstrapped_dqn_agent.py))
 * [UCB Exploration via Q-Ensembles (UCB)](https://arxiv.org/abs/1706.01502) ([code](rl_coach/exploration_policies/ucb.py))
+* [Noisy Networks for Exploration](https://arxiv.org/abs/1706.10295) ([code](rl_coach/exploration_policies/parameter_noise.py))
 
 ## Citation