diff --git a/rllib/examples/recommender_system_with_recsim_and_slateq.py b/rllib/examples/recommender_system_with_recsim_and_slateq.py
index ebe522a4a..59e80ef8e 100644
--- a/rllib/examples/recommender_system_with_recsim_and_slateq.py
+++ b/rllib/examples/recommender_system_with_recsim_and_slateq.py
@@ -181,7 +181,7 @@ def main():
         if args.run == "DQN":
             trainer = dqn.DQN(config=config)
         else:
-            trainer = slateq.SlateQTrainer(config=config)
+            trainer = slateq.SlateQ(config=config)
         for i in range(10):
             result = trainer.train()
             print(pretty_print(result))