From ce4a90ac43d0eef2cc64950b89df9ca061529b46 Mon Sep 17 00:00:00 2001 From: Vasilis Valatsos Date: Wed, 22 Nov 2023 20:49:09 +0100 Subject: [PATCH] Updated state features --- entities/player.py | 17 ++++++++--------- tmp/ppo/actor_torch_ppo | Bin 0 -> 304407 bytes tmp/ppo/critic_torch_ppo | Bin 0 -> 299295 bytes 3 files changed, 8 insertions(+), 9 deletions(-) create mode 100644 tmp/ppo/actor_torch_ppo create mode 100644 tmp/ppo/critic_torch_ppo diff --git a/entities/player.py b/entities/player.py index d659472..166a14c 100644 --- a/entities/player.py +++ b/entities/player.py @@ -108,16 +108,16 @@ class Player(pygame.sprite.Sprite): self.action_features = [self._input.action] self.reward_features = [ - 1 - np.exp(-self.stats.exp), - np.exp(-(nearest_dist)), - np.exp(-(nearest_enemy.stats.health)), - - np.exp(-self.stats.health) + self.stats.exp, + # nearest_dist, + -nearest_enemy.stats.health, + self.stats.health ] self.state_features = [ # TODO: Find a way to not use magic numbers - self.rect.center[0]/3616, - self.rect.center[1]/3168, + np.exp(-self.rect.center[0]), + np.exp(-self.rect.center[1]), self._input.movement.direction.x, self._input.movement.direction.y, self.stats.health/self.stats.stats['health'], @@ -129,12 +129,11 @@ class Player(pygame.sprite.Sprite): for distance, direction, enemy in sorted_distances[:5]: # TODO: Find a way to not use magic numbers enemy_states.extend([ - distance/sorted_distances[-1][0], + np.exp(-distance), direction[0], direction[1], enemy.stats.health/enemy.stats.monster_info['health'], - enemy.stats.attack/enemy.stats.monster_info['attack'], - enemy.stats.exp/250, + np.exp(-enemy.stats.exp**2), ]) self.state_features.extend(enemy_states) diff --git a/tmp/ppo/actor_torch_ppo b/tmp/ppo/actor_torch_ppo new file mode 100644 index 0000000000000000000000000000000000000000..10bc6cf8d234dfc0de54250d1d997a63c640483b GIT binary patch literal 304407 zcmZ^~2T)Yq(gjM+l5@^EXPDF5Ob{cO6ACDxs0?Dx3W5r#m_P}lAc&$M3c{S;DguH6 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