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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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+140172389246416 -->|True| 140172389246544
+140172390526224["5 (0.0 visits)"]
+140172389246416 -->|False| 140172390526224
diff --git a/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/Trees_dir/best_agent_8.pickle b/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/Trees_dir/best_agent_8.pickle
new file mode 100644
index 000000000..232ccf766
Binary files /dev/null and b/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/Trees_dir/best_agent_8.pickle differ
diff --git a/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/Trees_dir/best_agent_9.log b/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/Trees_dir/best_agent_9.log
new file mode 100644
index 000000000..2902e27c6
--- /dev/null
+++ b/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/Trees_dir/best_agent_9.log
@@ -0,0 +1,89 @@
+140172389484496[x_15 < 0.7]
+140172389484624[x_26 < 0.4]
+140172389484496 -->|True| 140172389484624
+140172390379280[x_24 < 0.1]
+140172389484496 -->|False| 140172390379280
+140172389484752[x_29 < 0.8]
+140172389484624 -->|True| 140172389484752
+140172389394576["4 (0.0 visits)"]
+140172389484624 -->|False| 140172389394576
+140172389494608[x_0 < 0.4]
+140172390379280 -->|True| 140172389494608
+140172389734416["16 (0.0 visits)"]
+140172390379280 -->|False| 140172389734416
+140172389484880["12 (0.0 visits)"]
+140172389484752 -->|True| 140172389484880
+140172389388240[x_20 < 0.6]
+140172389484752 -->|False| 140172389388240
+140172389494800[x_27 < 0.1]
+140172389494608 -->|True| 140172389494800
+140172389498512[x_0 < 0.8]
+140172389494608 -->|False| 140172389498512
+140172390371088[x_9 < 0.6]
+140172389388240 -->|True| 140172390371088
+140172389392912["8 (0.0 visits)"]
+140172389388240 -->|False| 140172389392912
+140172389494928[x_30 < 0.5]
+140172389494800 -->|True| 140172389494928
+140172389496976["17 (0.0 visits)"]
+140172389494800 -->|False| 140172389496976
+140172389629648["20 (0.0 visits)"]
+140172389498512 -->|True| 140172389629648
+140172389238224[x_22 < 0.9]
+140172389498512 -->|False| 140172389238224
+140172389486608["18 (0.0 visits)"]
+140172390371088 -->|True| 140172389486608
+140172390241808[x_19 < 0.5]
+140172390371088 -->|False| 140172390241808
+140172389495056[x_1 < 0.7]
+140172389494928 -->|True| 140172389495056
+140172389396944["18 (0.0 visits)"]
+140172389494928 -->|False| 140172389396944
+140172390122704[x_28 < 0.2]
+140172389238224 -->|True| 140172390122704
+140172389241296["14 (0.0 visits)"]
+140172389238224 -->|False| 140172389241296
+140172389389776["11 (0.0 visits)"]
+140172390241808 -->|True| 140172389389776
+140172389391632["15 (0.0 visits)"]
+140172390241808 -->|False| 140172389391632
+140172389495184[x_3 < 0.1]
+140172389495056 -->|True| 140172389495184
+140172389619920[x_5 < 0.4]
+140172389495056 -->|False| 140172389619920
+140172389729808["2 (0.0 visits)"]
+140172390122704 -->|True| 140172389729808
+140172389239952["4 (0.0 visits)"]
+140172390122704 -->|False| 140172389239952
+140172389495312["7 (0.0 visits)"]
+140172389495184 -->|True| 140172389495312
+140172389398800[x_31 < 0.2]
+140172389495184 -->|False| 140172389398800
+140172389620048[x_31 < 0.2]
+140172389619920 -->|True| 140172389620048
+140172389493776["11 (0.0 visits)"]
+140172389619920 -->|False| 140172389493776
+140172389398480[x_22 < 0.3]
+140172389398800 -->|True| 140172389398480
+140172388995600["16 (0.0 visits)"]
+140172389398800 -->|False| 140172388995600
+140172389620176[x_29 < 0.1]
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+140172389393936["17 (0.0 visits)"]
+140172389620048 -->|False| 140172389393936
+140172389497168["8 (0.0 visits)"]
+140172389398480 -->|True| 140172389497168
+140172389498768[x_7 < 0.3]
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+140172389620304["9 (0.0 visits)"]
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+140172389490896["15 (0.0 visits)"]
+140172389620176 -->|False| 140172389490896
+140172389400336[x_6 < 0.8]
+140172389498768 -->|True| 140172389400336
+140172389496208["11 (0.0 visits)"]
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+140172389613712["16 (0.0 visits)"]
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+140172389400336 -->|False| 140172389484304
diff --git a/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/Trees_dir/best_agent_9.pickle b/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/Trees_dir/best_agent_9.pickle
new file mode 100644
index 000000000..bb41b5bcf
Binary files /dev/null and b/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/Trees_dir/best_agent_9.pickle differ
diff --git a/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/config.json b/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/config.json
new file mode 100644
index 000000000..aea504a6d
--- /dev/null
+++ b/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/config.json
@@ -0,0 +1,111 @@
+{
+    "grammar": {
+        "root": ["condition", "leaf"],
+        "input_index": {
+            "start": 0,
+            "stop": 34,
+            "step": 1,
+            "dtype": "int"
+        },
+        "float": {
+            "start": 0.1,
+            "stop": 1,
+            "step": 0.1,
+            "dtype": "float"
+        }
+    },
+    "conditions": {
+        "type": "orthogonal"
+    },
+    "leaves": {
+        "params": {
+            "n_actions": 21,
+            "learning_rate": null
+        },
+        "decorators": [
+            [
+                "RandomInit",
+                {
+                    "low": -1,
+                    "high": 1
+                }
+
+            ],
+            [
+                "EpsilonGreedy",
+                {
+                    "epsilon": 1,
+                    "decay": 0.99,
+                    "min_epsilon": 0.05
+                }
+            ],
+            [
+                "NoBuffers",
+                {}
+            ]
+        ]
+    },
+    "environment": {
+    	"map_size": 80,
+    	"minimap_mode": true,
+    	"step_reward": -0.005,
+    	"dead_penalty": -0.1,
+    	"attack_penalty": -0.1,
+    	"attack_opponent_reward": 0.9,
+    	"max_cycles": 500,
+    	"extra_features": false
+    },
+    "training": {
+        "gamma": 0.9,
+        "episodes": 400,
+        "jobs": 12,
+        "generations": 40
+    },
+    "statistics": {
+        "agent": {
+            "type": "quantile",
+            "params": {"q": 0.7, "method": "midpoint"}
+        },
+        "set": {
+            "type": "mean",
+            "params": {}
+        }
+    },
+    "sets": "random",
+    "team_to_optimize": "blue",
+    "observation": "34_new",
+    "manual_policy": null,
+    "ge": {
+        "pop_size": 60,
+        "agents": 12,
+        "sets": 1,
+        "no_mig": true,
+        "individual_genes_injected": [0,22,3,0,23,3,0,5,4,0,24,3,0,7,4,0,25,3,0,8,4,1,0,10,4,0,30,5,1,0,20,2,1,1,1,0,32,5,1,0,21,2,1,1,1,0,29,5,1,0,18,2,1,1,1,0,27,5,1,0,17,2,1,1,1],
+        "injection_rate": 0.05,
+        "mutation": {
+            "type": "UniformMutator",
+            "params": {
+                "gene_probability": 0.05,
+                "max_value": 10000
+            }
+        },
+        "crossover": {
+            "type": "OnePointCrossover",
+            "params": {}
+        },
+        "selection": {
+            "type": "TournamentSelection",
+            "params": {
+                "tournament_size": 3
+            }
+        },
+        "replacement": {
+            "type": "ReplaceWithOldIfWorse",
+            "params": {}
+        },
+        "mut_prob": 0.8,
+        "cx_prob": 0.4,
+        "genotype_length": 500,
+        "max_int": 10000
+    }
+}
diff --git a/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/seed.log b/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/seed.log
new file mode 100644
index 000000000..bf0d87ab1
--- /dev/null
+++ b/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/seed.log
@@ -0,0 +1 @@
+4
\ No newline at end of file
diff --git a/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/sets.log b/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/sets.log
new file mode 100644
index 000000000..b89e8a13d
--- /dev/null
+++ b/src/logs/magent_battlefield/27-09-2023_08-54-54_oxfbixis/sets.log
@@ -0,0 +1 @@
+[[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11]]
diff --git a/src/script.sh b/src/script.sh
index 188f362a0..1dcd1378d 100755
--- a/src/script.sh
+++ b/src/script.sh
@@ -19,16 +19,16 @@ then
 elif [ $option -eq 3 ]
 then
     echo "Running code..."
-    python3 src/base/dts4marl/launcher.py src/base/dts4marl/battlefield.json 4
+    python3 base/dts4marl/launcher.py base/dts4marl/battlefield.json 4
 
 elif [ $option -eq 4 ]
 then
     echo "Running code..."
-    python3 src/base/marl_dts/src/experiment_launchers/pz_advpursuit_reduced_obs_shared_launcher.py src/base/marl_dts/src/configs/magent_advpursuit_single_team.json 1
+    python3 base/marl_dts/src/experiment_launchers/pz_advpursuit_reduced_obs_shared_launcher.py base/marl_dts/src/configs/magent_advpursuit_single_team.json 1
 elif [ $option -eq 5 ]
 then
     echo "Running code..."
-    python3 src/QD_MARL/marl_qd_launcher.py src/QD_MARL/configs/battlefield.json 4
+    python3 QD_MARL/marl_qd_launcher.py QD_MARL/configs/battlefield.json 4
 
 elif [ $option -eq 6 ]
 then