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Add model training with graphs and current stats, improve model with better rewarding system

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csd4ni3l
2025-11-15 18:54:37 +01:00
parent 32477def6a
commit 05f568a457
10 changed files with 204 additions and 92 deletions
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15
utils/constants.py
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@@ -12,18 +12,21 @@ PLAYER_ATTACK_SPEED = 0.75
BULLET_SPEED = 3
BULLET_RADIUS = 10
# default, min, max, step
MODEL_SETTINGS = {
"n_steps": [2048, 256, 8192, 256],
"batch_size": 64,
"n_epochs": 10,
"learning_rate": 3e-4,
"gamma": 0.99,
"ent_coef": 0.01,
"clip_range": 0.2
"batch_size": [64, 16, 512, 16],
"n_epochs": [10, 1, 50, 1],
"learning_rate": [3e-4, 1e-5, 1e-2, 1e-5],
"gamma": [0.99, 0.8, 0.9999, 0.001],
"ent_coef": [0.01, 0.0, 0.1, 0.001],
"clip_range": [0.2, 0.1, 0.4, 0.01],
"learning_steps": [500_000, 50_000, 25_000_000, 50_000]
}
menu_background_color = (30, 30, 47)
log_dir = 'logs'
monitor_log_dir = "training_logs"
discord_presence_id = 1438214877343907881
button_style = {'normal': UITextureButtonStyle(font_name="Roboto", font_color=arcade.color.BLACK), 'hover': UITextureButtonStyle(font_name="Roboto", font_color=arcade.color.BLACK),