Mid status

agent_code/auto_bomber/configs/create_config.py

@@ -0,0 +1,50 @@
+import json
+from pathlib import Path
+
+# EPSILONS = [0.15, 0.25, 0.35]
+# DISCOUNTS = [0.35, 0.5, 0.65, 0.85, 0.95]
+# LRS = [0.006, 0.0003, 0.00006, 0.00001, 0.000006]
+# POLICIES = ['SOFTMAX', 'IANN']
+# TEMPERATURES = [0.3, 0.5, 0.7, 0.9]
+
+EPSILONS = [0.25]
+DISCOUNTS = [0.4, 0.7, 0.9]
+LRS = [0.006, 0.0003, 0.00009, 0.00001]
+POLICIES = ['SOFTMAX', 'IANN']
+TEMPERATURES = [0.4, 0.7, 0.9]
+
+
+def main():
+    with open(Path('default_hyper_parameters.json')) as f:
+        default = json.load(f)
+
+    for policy in POLICIES:
+        tmp = default
+        if policy == 'SOFTMAX':
+            for temp in TEMPERATURES:
+                for discount in DISCOUNTS:
+                    for lr in LRS:
+                        tmp['discount'] = discount
+                        tmp['learning_rate'] = lr
+                        tmp['policy'] = policy
+                        tmp['temperature'] = temp
+
+                        with open(Path(f"./stable/stable_{policy}_temp{temp}_disc{discount}_lr{lr}.json"), 'w') as f:
+                            json.dump(tmp, f)
+        elif policy == 'IANN':
+            for eps in EPSILONS:
+                for temp in TEMPERATURES:
+                    for discount in DISCOUNTS:
+                        for lr in LRS:
+                            tmp['epsilon'] = eps
+                            tmp['discount'] = discount
+                            tmp['learning_rate'] = lr
+                            tmp['policy'] = policy
+                            tmp['temperature'] = temp
+
+                            with open(Path(f"./stable/stable_{policy}_eps{eps}_temp{temp}_disc{discount}_lr{lr}.json"), 'w') as f:
+                                json.dump(tmp, f)
+
+
+if __name__ == '__main__':
+    main()

agent_code/auto_bomber/configs/default_hyper_parameters.json

@@ -0,0 +1,29 @@
+{
+  "actions": [
+    "UP",
+    "RIGHT",
+    "DOWN",
+    "LEFT",
+    "WAIT",
+    "BOMB"
+  ],
+  "epsilon": 0.25,
+  "discount": 0.85,
+  "learning_rate": 0.00009,
+  "policy": "SOFTMAX",
+  "temperature": 0.7,
+  "region_size": 2,
+  "region_time_tolerance": 6,
+  "game_rewards": {
+    "CRATE_DESTROYED": 70,
+    "COIN_FOUND": 30,
+    "COIN_COLLECTED": 70,
+    "KILLED_OPPONENT": 150,
+    "INVALID_ACTION": -100,
+    "KILLED_SELF": -150,
+    "GOT_KILLED": -50,
+    "SURVIVED_ROUND": 10,
+    "WAITED": -5,
+    "BOMB_DROPPED": 15
+  }
+}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.4_disc0.4_lr0.0003.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 0.0003, "policy": "IANN", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.4_disc0.4_lr0.006.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 0.006, "policy": "IANN", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.4_disc0.4_lr1e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 1e-05, "policy": "IANN", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.4_disc0.4_lr9e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 9e-05, "policy": "IANN", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.4_disc0.7_lr0.0003.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.7, "learning_rate": 0.0003, "policy": "IANN", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.4_disc0.7_lr0.006.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.7, "learning_rate": 0.006, "policy": "IANN", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.4_disc0.7_lr1e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.7, "learning_rate": 1e-05, "policy": "IANN", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.4_disc0.7_lr9e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.7, "learning_rate": 9e-05, "policy": "IANN", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.4_disc0.9_lr0.0003.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.9, "learning_rate": 0.0003, "policy": "IANN", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.4_disc0.9_lr0.006.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.9, "learning_rate": 0.006, "policy": "IANN", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.4_disc0.9_lr1e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.9, "learning_rate": 1e-05, "policy": "IANN", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.4_disc0.9_lr9e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.9, "learning_rate": 9e-05, "policy": "IANN", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.7_disc0.4_lr0.0003.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 0.0003, "policy": "IANN", "temperature": 0.7, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.7_disc0.4_lr0.006.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 0.006, "policy": "IANN", "temperature": 0.7, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.7_disc0.4_lr1e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 1e-05, "policy": "IANN", "temperature": 0.7, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.7_disc0.4_lr9e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 9e-05, "policy": "IANN", "temperature": 0.7, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.7_disc0.7_lr0.0003.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.7, "learning_rate": 0.0003, "policy": "IANN", "temperature": 0.7, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.7_disc0.7_lr0.006.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.7, "learning_rate": 0.006, "policy": "IANN", "temperature": 0.7, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.7_disc0.7_lr1e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.7, "learning_rate": 1e-05, "policy": "IANN", "temperature": 0.7, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.7_disc0.7_lr9e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.7, "learning_rate": 9e-05, "policy": "IANN", "temperature": 0.7, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.7_disc0.9_lr0.0003.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.9, "learning_rate": 0.0003, "policy": "IANN", "temperature": 0.7, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.7_disc0.9_lr0.006.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.9, "learning_rate": 0.006, "policy": "IANN", "temperature": 0.7, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.7_disc0.9_lr1e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.9, "learning_rate": 1e-05, "policy": "IANN", "temperature": 0.7, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.7_disc0.9_lr9e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.9, "learning_rate": 9e-05, "policy": "IANN", "temperature": 0.7, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.9_disc0.4_lr0.0003.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 0.0003, "policy": "IANN", "temperature": 0.9, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.9_disc0.4_lr0.006.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 0.006, "policy": "IANN", "temperature": 0.9, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.9_disc0.4_lr1e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 1e-05, "policy": "IANN", "temperature": 0.9, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.9_disc0.4_lr9e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 9e-05, "policy": "IANN", "temperature": 0.9, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.9_disc0.7_lr0.0003.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.7, "learning_rate": 0.0003, "policy": "IANN", "temperature": 0.9, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.9_disc0.7_lr0.006.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.7, "learning_rate": 0.006, "policy": "IANN", "temperature": 0.9, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.9_disc0.7_lr1e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.7, "learning_rate": 1e-05, "policy": "IANN", "temperature": 0.9, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.9_disc0.7_lr9e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.7, "learning_rate": 9e-05, "policy": "IANN", "temperature": 0.9, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.9_disc0.9_lr0.0003.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.9, "learning_rate": 0.0003, "policy": "IANN", "temperature": 0.9, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.9_disc0.9_lr0.006.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.9, "learning_rate": 0.006, "policy": "IANN", "temperature": 0.9, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.9_disc0.9_lr1e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.9, "learning_rate": 1e-05, "policy": "IANN", "temperature": 0.9, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_IANN_eps0.25_temp0.9_disc0.9_lr9e-05.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.9, "learning_rate": 9e-05, "policy": "IANN", "temperature": 0.9, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_SOFTMAX_temp0.4_disc0.4_lr0.0003.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 0.0003, "policy": "SOFTMAX", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}

agent_code/auto_bomber/configs/interesting/beta_SOFTMAX_temp0.4_disc0.4_lr0.006.json

@@ -0,0 +1 @@
+{"actions": ["UP", "RIGHT", "DOWN", "LEFT", "WAIT", "BOMB"], "epsilon": 0.25, "discount": 0.4, "learning_rate": 0.006, "policy": "SOFTMAX", "temperature": 0.4, "region_size": 2, "region_time_tolerance": 6, "game_rewards": {"CRATE_DESTROYED": 40, "COIN_FOUND": 20, "COIN_COLLECTED": 50, "KILLED_OPPONENT": 150, "INVALID_ACTION": -100, "KILLED_SELF": -150, "GOT_KILLED": -50, "SURVIVED_ROUND": 80, "WAITED": -5, "BOMB_DROPPED": 10}}