From 6d316834d3f3da73f16183d550bb2796482c8c03 Mon Sep 17 00:00:00 2001 From: Vasilis Valatsos Date: Wed, 6 Dec 2023 13:58:00 +0100 Subject: [PATCH] Updated reward and state features --- agents/saved_models/A0 | Bin 458070 -> 458006 bytes agents/saved_models/C0 | Bin 452886 -> 452822 bytes entities/components/animaton.py | 1 + entities/player.py | 20 ++++++++++++++------ figures/actor_loss.png | Bin 16074 -> 13344 bytes figures/critic_loss.png | Bin 15104 -> 13156 bytes figures/score.png | Bin 19730 -> 17381 bytes figures/total_loss.png | Bin 16726 -> 13071 bytes 8 files changed, 15 insertions(+), 6 deletions(-) diff --git a/agents/saved_models/A0 b/agents/saved_models/A0 index c18b62095597c57733e9866a45a0d1929933ab9c..994a351179b7811c505c60588aec7d5d1d547fc1 100644 GIT binary patch delta 411529 zcmZ6ycT^P7vn@;zi2_PS5y=QhMqv7sl941)2_hK*kuV43ycVc?;#Pr(BqQU|K0@0}%b+_C( z@uFS=g6V8oUk?HPha&b=5B_0VS-ik(Kek*tTi%bY5G2jNJTf{xCC%8}cy(+-TzooP zFqKe^&i(yy@xe8GdZFAgTW! 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a/entities/components/animaton.py +++ b/entities/components/animaton.py @@ -45,6 +45,7 @@ class AnimationHandler: 'player', animation )) + print(f"hitbox: {self.hitbox}") elif self.sprite_type == 'enemy': diff --git a/entities/player.py b/entities/player.py index fa4c168..fd5fb20 100644 --- a/entities/player.py +++ b/entities/player.py @@ -1,4 +1,3 @@ -import os import pygame import numpy as np from random import randint @@ -154,16 +153,18 @@ class Player(pygame.sprite.Sprite): sorted_distances = np.zeros(self.num_features) nearest_dist, _, nearest_enemy = sorted_distances[0] + print(nearest_dist, nearest_enemy) self.action_features = [self._input.action] self.reward_features = [ self.stats.exp, - 2*np.exp(-nearest_dist**2), + 10/nearest_dist if nearest_dist > 10 else 1, 1/(np.exp((nearest_enemy.stats.health - - nearest_enemy.stats.monster_info['health'])/nearest_enemy.stats.monster_info['health'])) - 1, + nearest_enemy.stats.monster_info['health']) + / nearest_enemy.stats.monster_info['health'])) - 1, 1/(np.exp((len(self.distance_direction_from_enemy) - self.max_num_enemies)/self.max_num_enemies)) - 1, @@ -186,11 +187,18 @@ class Player(pygame.sprite.Sprite): for distance, direction, enemy in self.distance_direction_from_enemy: enemy_states.extend([ - np.exp(-distance), + + 10/distance if distance > 10 else 1, + direction[0], + direction[1], - enemy.stats.health/enemy.stats.monster_info['health'], - np.exp(-enemy.stats.exp**2), + + 1/(np.exp((nearest_enemy.stats.health - + nearest_enemy.stats.monster_info['health']) + / nearest_enemy.stats.monster_info['health'])) - 1, + + enemy.stats.exp, ]) self.state_features.extend(enemy_states) diff --git a/figures/actor_loss.png b/figures/actor_loss.png index 59145da3b7607366b04fc9d4f7935ed028b26bca..031ad586066adf6b35395a9fb4ac5e7323a46af6 100644 GIT binary patch literal 13344 zcmeHuXH-;cn(jtLj@oLUQ4FYHKoL-oC>e}UO3ordMaelx4#ylo6eUO&kqo7hV;SKf 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