diff --git a/bc-experiment.py b/bc-experiment.py
index bf03041..17c5cbe 100644
--- a/bc-experiment.py
+++ b/bc-experiment.py
@@ -162,7 +162,7 @@ if __name__ == '__main__':
                 },
                 'policy': {
                     'learning_rate': 3e-4, 
-                    'learning_rate_decay': tune.grid_search([0.001, 1.0]), 
+                    'learning_rate_decay': tune.grid_search([0.999, 1.0]), 
                     'hidden_layer_size': tune.grid_search([10, 20, 40, 80]),
                     'n_hidden_layers': tune.grid_search([2, 3, 4]), 
                     'activation':0,
@@ -209,4 +209,4 @@ if __name__ == '__main__':
             s = analysis._checkpoints[i]['config']['seed']
             check_dir = analysis._checkpoints[i]['logdir']
             shutil.copyfile(os.path.join(check_dir,'policy_final.pt'), 
-                os.path.join(savepath, f'policy_seed{s}.pt'))
\ No newline at end of file
+                os.path.join(savepath, f'policy_seed{s}.pt'))