diff --git a/enjoy.py b/enjoy.py
index bc6b3d4..19b95f0 100644
--- a/enjoy.py
+++ b/enjoy.py
@@ -71,7 +71,10 @@
                       should_render=not args.no_render,
                       hyperparams=hyperparams)
 
-model = ALGOS[algo].load(model_path, env=env)
+# ACER raises errors because the environment passed must have
+# the same number of environments as the model was trained on.
+load_env = None if algo == 'acer' else env
+model = ALGOS[algo].load(model_path, env=load_env)
 
 obs = env.reset()