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Updated inputs of NN

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This commit is contained in:
Vasilis Valatsos 2023-11-21 18:09:30 +01:00
parent 3fb147afff
commit be0485b2b9
1 changed files with 9 additions and 14 deletions
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23
entities/player.py
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@ -115,13 +115,11 @@ class Player(pygame.sprite.Sprite):
] ]
self.state_features = [ self.state_features = [
self.rect.center[0], # TODO: Find a way to normalize
self.rect.center[1], # self.rect.center[0],
self.stats.health, # self.rect.center[1],
self.stats.energy, self.stats.health/self.stats.stats['health'],
self.stats.attack, self.stats.energy/self.stats.stats['energy']
self.stats.magic,
self.stats.speed
] ]
enemy_states = [] enemy_states = []
@ -129,15 +127,12 @@ class Player(pygame.sprite.Sprite):
for distance, direction, enemy in sorted_distances[:5]: for distance, direction, enemy in sorted_distances[:5]:
enemy_states.extend([ enemy_states.extend([
distance, distance/sorted_distances[-1][1],
direction[0], direction[0],
direction[1], direction[1],
enemy.stats.health, enemy.stats.health/enemy.stats.monster_info['health'],
enemy.stats.attack, enemy.stats.attack/enemy.stats.monster_info['attack'],
enemy.stats.speed, enemy.stats.exp/enemy.stats.monster_info['exp'],
enemy.stats.exp,
enemy.stats.attack_radius,
enemy.stats.notice_radius
]) ])
self.state_features.extend(enemy_states) self.state_features.extend(enemy_states)