From 939a90dd0f0d3fbf2c40e8281e21550cff67f237 Mon Sep 17 00:00:00 2001 From: Vasilis Valatsos Date: Sun, 10 Dec 2023 06:55:07 +0100 Subject: [PATCH] Updated grad clips --- agents/.DS_Store | Bin 6148 -> 6148 bytes agents/ppo/agent.py | 6 ++++-- agents/saved_models/A0 | Bin 0 -> 464150 bytes agents/saved_models/C0 | Bin 0 -> 458966 bytes figures/older_figures/actor_loss.png | Bin 24469 -> 18212 bytes figures/older_figures/critic_loss.png | Bin 25511 -> 16962 bytes figures/older_figures/score.png | Bin 56350 -> 15102 bytes figures/older_figures/total_loss.png | Bin 24451 -> 16732 bytes figures/score.png | Bin 15811 -> 15520 bytes figures/total_loss.png | Bin 20279 -> 13071 bytes 10 files changed, 4 insertions(+), 2 deletions(-) create mode 100644 agents/saved_models/A0 create mode 100644 agents/saved_models/C0 diff --git a/agents/.DS_Store b/agents/.DS_Store index ede64cb7ce322fd245293854b45ae9d0234745a3..660298becf4648729446db7be8fafff453a78b54 100644 GIT binary patch delta 112 zcmZoMXfc=|#>B!ku~2NHo+2aX#(>?7i&&T#IXCk#J!YJ|omq173Z~<#JPgGQi40{7 zsSGI$@eH{P`9M0AA%~&3EVw8yCqFNpfq{W>W1%qPW_AvK4xo9PKQe!3p3E=e$ic|K Ozyy?K*c>6Uh8X~Y+Z(U| delta 67 zcmZoMXfc=|#>B)qu~2NHo+2ar#(>?7jO?3vSRONO7UK|Pnb^R-nVo~51E^%PAjfy+ V$^0UY91K9f$iTp|IYML&GXONY4+H=J diff --git a/agents/ppo/agent.py b/agents/ppo/agent.py index b7215c0..a245bf8 100644 --- a/agents/ppo/agent.py +++ b/agents/ppo/agent.py @@ -104,14 +104,16 @@ class Agent: T.nn.utils.clip_grad_norm_( self.actor.parameters(), max_norm=2) + T.nn.utils.clip_grad_norm_( self.critic.parameters(), max_norm=2) # Calculate the gradient norms for both networks actor_grad_norm = T.nn.utils.clip_grad_norm_( - self.actor.parameters(), max_norm=1) + self.actor.parameters(), max_norm=2) + critic_grad_norm = T.nn.utils.clip_grad_norm_( - self.critic.parameters(), max_norm=1) + self.critic.parameters(), max_norm=2) # Log or print the gradient norms print(f"Actor Gradient Norm: {actor_grad_norm}") diff --git a/agents/saved_models/A0 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