From 6a84d0b3f4fd055302da38fa59f5ea61d1e25e58 Mon Sep 17 00:00:00 2001 From: Vasilis Valatsos Date: Sat, 25 Nov 2023 18:26:57 +0100 Subject: [PATCH] More fixes to saving and reporting score --- plots/score_sp.png | Bin 16706 -> 19482 bytes single-agent.py | 20 +++++++++----------- tmp/ppo/player_actor | Bin 304890 -> 304383 bytes tmp/ppo/player_critic | Bin 299780 -> 299271 bytes 4 files changed, 9 insertions(+), 11 deletions(-) diff --git a/plots/score_sp.png b/plots/score_sp.png index c42dccc75f0df9d33cc2d7aeabf621ac4861c065..98c3bdaf8fe242b36d2576c94d13663976e4c855 100644 GIT binary patch literal 19482 zcmeIacTiMo)-Jxmg8>DO3W!8Kk`WLkM->GdB;@$-(6FYkg8|!Oa z0$e>=A^_2>qWRRU*X#L1cX~w{EDq zM9vL5yQrFcuK8hR+IE~V?kVG+gmHIR{y6g-=ja#zfi<3s|M_LjR<+S=9MKob>lzO! zzN)Ea#*!=DxP02-Hu-VR{OgmPj}))6B{oJbkV)j3PQCf{{rlEnH(zMe53y^_4VZD! z^1871=Y5Qh!%RYq1VrEu1bdF?PXwvD$BKi$P)ZW~fgrh5#1{|*_f-)gK#k&Y zIg=tCd(PK{E~M-8gBkDMQRNxK=I7;Fc60Grc730vN{&UMpS*eVC#KSq;F*t4cqABQ 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tqdm(range(n_episodes)): # TODO: Make game.level.reset_map() so we don't __init__ everything all the time (such a waste) @@ -55,22 +54,21 @@ for i in tqdm(range(n_episodes)): for player in game.level.player_sprites: exp_points = player.stats.exp score_history[player.player_id][i] = exp_points - avg_score[player.player_id] = np.mean( - score_history[player.player_id]) + avg_score[i] = np.mean(score_history) - if np.mean(avg_score) > np.mean(best_score): + if avg_score[i] >= best_score: print( - f"\nNew Best score: {np.mean(avg_score)}\ - \nOld Best score: {np.mean(best_score)}" + f"\nNew Best score: {avg_score[i]}\ + \nOld Best score: {best_score}" ) - best_score = avg_score + best_score = avg_score[i] print("Saving models for agent...") agent.save_models( actr_chkpt="player_actor", crtc_chkpt="player_critic") print("Models saved ...\n") else: print( - f"Average score of round: {np.mean(avg_score)}\ + f"Average score of round: {avg_score[i]}\ \nBest score: {np.mean(best_score)}" ) @@ -80,7 +78,7 @@ agent.save_models( actr_chkpt="player_actor", crtc_chkpt="player_critic") print("Models saved ...\n") -plt.plot(score_history) +plt.plot(avg_score) plt.savefig(figure_file) game.quit() diff --git a/tmp/ppo/player_actor b/tmp/ppo/player_actor index c046887d5f53460ca74c47bc8bae67f485c5c5e6..9e4e8872da8bf38f98d2d91f3090b5eedb928561 100644 GIT binary patch delta 258819 zcmZ6yc|29&*EVjR=Xsu|%=2{ix-}`11|^BooJN#p925~sB$WoGP?}5?XRljH8c>u< z8fY*jO3@(dcfQZ_zMtRwJm-&n_Gj(=xz0NGzW3hOTGw@tHYxpkpp^MQTv$LrU`6EC zLr-UL!^Qmt1f!!A=K2ZncaowM{rDTD)Np|b0a41)Q7QpZste`#r!QL(9kJQg(RTZ) zwQItoqtwEMEiA%C!bKMf@((&jsfUZt5D*X)h>p_uZzMiga+D^2>&O4r`foh#=qR0l zDBXoJ|34nrcKO<6TcY&-2b@!s{{KnK;Qyv&_@A_l{u{bs6Z@~6Cj6hAEdL9P8)X$8WgQS@^Zz8}{NFj*{tqmdD7$cRKR%TG ze?cWhIs7Lh$N$dADLTqIAj)NHY?SLlN&cS;+qf!v*~(?n%c9)=Yarb%7V@J4Q68~T zo(skKd)roR-m*4gQxu2mC%9#yC_nOF;~T}qMnO2|Ke7Lu_1|M|A4OuLy#9C8A!=f5 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