diff --git a/README.md b/README.md
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@@ -270,6 +270,7 @@ dashboard
 * [Proximal Policy Optimization (PPO)](https://arxiv.org/pdf/1707.06347.pdf)  ([code](rl_coach/agents/ppo_agent.py))
 * [Clipped Proximal Policy Optimization (CPPO)](https://arxiv.org/pdf/1707.06347.pdf) | **Multi Worker Single Node**  ([code](rl_coach/agents/clipped_ppo_agent.py))
 * [Generalized Advantage Estimation (GAE)](https://arxiv.org/abs/1506.02438) ([code](rl_coach/agents/actor_critic_agent.py#L86))
+* [Sample Efficient Actor-Critic with Experience Replay (ACER)](https://arxiv.org/abs/1611.01224) | **Multi Worker Single Node**  ([code](rl_coach/agents/acer_agent.py))
 
 ### General Agents
 * [Direct Future Prediction (DFP)](https://arxiv.org/abs/1611.01779) | **Multi Worker Single Node**  ([code](rl_coach/agents/dfp_agent.py))