From f188db0c72d0590f64d90c1700b23f1fef87f6e8 Mon Sep 17 00:00:00 2001 From: Vasilis Valatsos Date: Sat, 25 Nov 2023 17:20:43 +0100 Subject: [PATCH] Improved saving for single-agent --- single-agent.py | 12 +++++++++--- tmp/ppo/player_actor | Bin 0 -> 304890 bytes tmp/ppo/player_critic | Bin 0 -> 299780 bytes 3 files changed, 9 insertions(+), 3 deletions(-) create mode 100644 tmp/ppo/player_actor create mode 100644 tmp/ppo/player_critic diff --git a/single-agent.py b/single-agent.py index 956a00b..37f0161 100644 --- a/single-agent.py +++ b/single-agent.py @@ -61,16 +61,22 @@ for i in tqdm(range(n_episodes)): if np.mean(avg_score) > np.mean(best_score): print( f"\nNew Best score: {np.mean(avg_score)}\ - \nOld Best score: {np.mean(best_score)}") + \nOld Best score: {np.mean(best_score)}" + ) best_score = avg_score print("Saving models for agent...") - game.level.player_sprites[0].agent.save_models( + 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)}\ + \nBest score: {np.mean(best_score)}" + ) print("\nEpisodes done, saving models...") -game.level.player_sprites[0].agent.save_models( +agent.save_models( actr_chkpt="player_actor", crtc_chkpt="player_critic") print("Models saved ...\n") diff --git a/tmp/ppo/player_actor b/tmp/ppo/player_actor new file mode 100644 index 0000000000000000000000000000000000000000..c046887d5f53460ca74c47bc8bae67f485c5c5e6 GIT binary patch literal 304890 zcma&N2T&Ew);3DcIp>@NB!kMH)e49t1r=0`fFg)uAea+M77!FgFoOY5Fo488s|~1# z2~ZG3MHEF844{Yz%H8id|M}~D->qA9r)p|ycg=og&2+EsXRY=0Y#%`(K0YxqzW>*u z%qPvaAu?p^%IKhw6|w81twTd%L##HeiJajo&bR14N1VWl73(7-SFVVSSidet!Y?{> zW%SC>=@BbpC8GEy%#GqV3zXqO{|mv&#%lA*i11ahQ3C$}u2^Liv@td!GDadOdgbzs z5s{%mu`Acbtd9=bWG4|NXl52D%KK*w@6M3$l~F?f{)@zn$n_zy{{L>2h!PIu=iOry zB@!sYyRO(68scmdB|3{wH#SOajt}1~K7JqFq$qJ8T_66WD2dcn|Cl5h8znV2N;**L zzwBBb5fT$6vx@i7RYI%&4Qd-D``@5)JgnF#`G12ZMk)C4Cq^m$8&D}WN_lRS%74A6 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