diff --git a/main.py b/main.py
index da1e0c1..5cc73b5 100644
--- a/main.py
+++ b/main.py
@@ -11,7 +11,7 @@
 device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
 
 #for concurrent runs and logging
-experiment='RL-baseline-v5'
+experiment='RL-baseline-v5-exp4'
 
 if __name__ == "__main__":
     hyperparams = {
@@ -23,7 +23,7 @@
         'device': device,
         'experiment':experiment,
         'params_path': f'./params/policy-params-{experiment}.dl',
-        'action_set_num': 0,
+        'action_set_num': 3,
         'train': True
     }
 
diff --git a/params/policy-params-RL-baseline-v5-exp4.dl b/params/policy-params-RL-baseline-v5-exp4.dl
new file mode 100644
index 0000000..0ea0734
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diff --git a/runs/Apr03_17-13-51_kenya/events.out.tfevents.1617462831.kenya.205693.0 b/runs/Apr03_17-13-51_kenya/events.out.tfevents.1617462831.kenya.205693.0
new file mode 100644
index 0000000..ca0700c
Binary files /dev/null and b/runs/Apr03_17-13-51_kenya/events.out.tfevents.1617462831.kenya.205693.0 differ