From ca29a0e6dc4f2df116c6e770fac0cca3b4c4b4e5 Mon Sep 17 00:00:00 2001 From: Vasilis Valatsos Date: Mon, 4 Dec 2023 05:08:41 +0100 Subject: [PATCH] Implemented Maxwell distribution for rewards --- agents/saved_models/A0 | Bin 304406 -> 458006 bytes agents/saved_models/C0 | Bin 299222 -> 452822 bytes entities/player.py | 15 ++++++++++++--- pneuma.py | 12 ++++-------- 4 files changed, 16 insertions(+), 11 deletions(-) diff --git a/agents/saved_models/A0 b/agents/saved_models/A0 index c61c8f1a3d4a1859ea5289ddb325c012dee1c5c1..d1dbc28cd3f3eae3d636e55f893034b708bba54a 100644 GIT binary patch literal 458006 zcmagF2T&DHvp$R<5+q6#1&IQZ5d_XoBcKEUMMMw~$p|Qjha{3D=bQxuQ4zs}fgn3= zKr!c>bHp4l0)FTBzV}w$_ul%~w^duGwrlq}J-a>A-B0%{b`hA!$0sbz_kWJbdY zZwVfBP)K}Ctf8^ty0FObhxxsFWN+^tepOc%cOs)r2Ahg&H6W(UOZQS3D@9%sATqUl??v_ z%A9KyA>_hCGX57*F4yEAg-rjAF*}}XwuEb*kj9rExj``q+tKv2i>*;xaB1;=Bd_`x9|V8W$q|CHu!B{>zrQ)@j_i|66LpwMpaJ z{%@%%*Dj4a?|(~YbLXdV?f 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z{K4#Q432LxWnKM;+@k58|G)mj{_p-Hf*|es4y|WT^1fv-g8!orQsSH8In1=U^r=ay zlZU$r1hz_D=nI3`j@d*o7YQH3ga)m!1?oF)2GbgMZWbq}btZw%;|pO`=V;BJJJ>inI6K%`+gRJ#**MtPb?v2 z2{SU{QqyDO(tkuoead?wn8hKyDSn4s{SEo`IEj9QEzL-o`tP&-JxrMMb%S4F)<44j znWTOX3&{Hq%;rbfKmRv<4=dvF^4D>(vi%YE&yf5cc0T_iuK~{|)^2rvLp&zDAfp k;Iy>s%Ib 0 else -1 ] @@ -233,7 +242,7 @@ class Player(pygame.sprite.Sprite): self.stats.energy_recovery() else: - self.stats.exp = max(0, self.stats.exp - .01) + self.stats.exp = max(-1, self.stats.exp - .1) # Refresh player based on input and animate self.get_status() diff --git a/pneuma.py b/pneuma.py index 9b6af0c..2a30b64 100644 --- a/pneuma.py +++ b/pneuma.py @@ -1,4 +1,4 @@ -import os +import random import argparse import torch as T import numpy as np @@ -55,7 +55,7 @@ if __name__ == "__main__": parser.add_argument('--horizon', type=int, - default=200, + default=2048, help="The number of steps per update") parser.add_argument('--show_pg', @@ -100,6 +100,7 @@ if __name__ == "__main__": args = parser.parse_args() + random.seed(args.seed) np.random.seed(args.seed) T.manual_seed(args.seed) @@ -219,12 +220,6 @@ if __name__ == "__main__": print(f"Models saved to {chkpt_path}") - else: - print(f"\nScore this round for player {player.player_id}:\ - {player.stats.exp}") - - - # End of training session print("End of episodes.\ \nExiting game...") @@ -264,4 +259,5 @@ if __name__ == "__main__": for total in total_loss: plt.plot(total) plt.savefig(f"{figure_folder}/total_loss.png") + game.quit()

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