Update CityLearn.py

CityLearn.py

@@ -8,8 +8,11 @@ _DESCRIPTION = """The dataset consists of tuples of (observations, actions, rewa
 _BASE_URL = "https://huggingface.co/datasets/TobiTob/CityLearn/resolve/main"
 _URLS = {
     "f_230": f"{_BASE_URL}/f_230x5x38.pkl",
-    "rb_230": f"{_BASE_URL}/rb_230x5x38.pkl",
-    "merged1": f"{_BASE_URL}/lstm_rb1_8759x5x2.pkl",
+    "LSTM": f"{_BASE_URL}/L_2189x5x4.pkl",
+    "RB1": f"{_BASE_URL}/R1_2189x5x4.pkl",
+    "RB2": f"{_BASE_URL}/R2_2189x5x4.pkl",
+    "Merged1": f"{_BASE_URL}/L_R1_2189x5x8.pkl",
+    "Merged2": f"{_BASE_URL}/L_R1_R2_2189x5x12.pkl",
 }
 
 
@@ -23,12 +26,24 @@ class DecisionTransformerCityLearnDataset(datasets.GeneratorBasedBuilder):
             description="Data sampled from an expert LSTM policy. Sequence length = 230, Buildings = 5, Episodes = 1 ",
         ),
         datasets.BuilderConfig(
-            name="rb_230",
-            description="Data sampled from a simple rule based policy. Used the new reward function. Sequence length = 230, Buildings = 5, Episodes = 1 ",
+            name="LSTM",
+            description="Data sampled from an expert LSTM policy. Sequence length = 2189, Buildings = 5, Episodes = 1 ",
         ),
         datasets.BuilderConfig(
-            name="merged1",
-            description="Mixed data from RB agent and LSTM agent. Used the new reward function. Sequence length = 8759, Buildings = 5, Episodes = 2 ",
+            name="RB1",
+            description="Data sampled a rule based policy. Sequence length = 2189, Buildings = 5, Episodes = 1 ",
+        ),
+        datasets.BuilderConfig(
+            name="RB2",
+            description="Data sampled a rule based policy. Sequence length = 2189, Buildings = 5, Episodes = 1 ",
+        ),
+        datasets.BuilderConfig(
+            name="Merged1",
+            description="LSTM + RBC1. Sequence length = 2189, Buildings = 5, Episodes = 1+1 ",
+        ),
+        datasets.BuilderConfig(
+            name="Merged2",
+            description="LSTM + RBC1 + RBC2. Sequence length = 2189, Buildings = 5, Episodes = 1+1+1 ",
         ),
     ]