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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -133.00 +/- 43.72
+      value: -14.30 +/- 118.45
       name: mean_reward
       verified: false
 ---
@@ -37,15 +37,15 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 50000
+'total_timesteps': 500000
 'learning_rate': 0.00025
 'num_envs': 4
-'num_steps': 1024
+'num_steps': 128
 'anneal_lr': True
 'gae': True
-'gamma': 0.999
-'gae_lambda': 0.98
-'num_minibatches': 4
+'gamma': 0.99
+'gae_lambda': 0.95
+'num_minibatches': 16
 'update_epochs': 4
 'norm_adv': True
 'clip_coef': 0.2
@@ -55,7 +55,7 @@ model-index:
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'fermaat/ppo-LunarLander-scratch'
-'batch_size': 4096
-'minibatch_size': 1024}
+'batch_size': 512
+'minibatch_size': 32}
   ```
   

logs/events.out.tfevents.1677177468.a4105b5668f5.13632.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28d0cd8eb98509f977f6f88fdb437b09178dddf90b2b4d920e6c5c5ed938688d
+size 631499

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b7bf2974f5cc193d99e5328c0f2d9c86597a90829095c0b455e6761a4d4622e4
+oid sha256:654525486d95e217230ea42d3da0627dd8db78a65329581a2953711a8d8a8c67
 size 42597

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -133.0039144719493, "std_reward": 43.722645667676446, "n_evaluation_episodes": 10, "eval_datetime": "2023-02-23T18:15:18.457383"}
+{"env_id": "LunarLander-v2", "mean_reward": -14.302093163783747, "std_reward": 118.44641372830634, "n_evaluation_episodes": 10, "eval_datetime": "2023-02-23T18:54:50.076481"}