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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -61.11 +/- 15.76
+      value: 65.54 +/- 73.90
       name: mean_reward
       verified: false
 ---
@@ -37,15 +37,15 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 1000000
+'total_timesteps': 700000
 'learning_rate': 0.0003
 'num_envs': 16
-'num_steps': 8
+'num_steps': 1024
 'anneal_lr': True
 'gae': True
 'gamma': 0.999
 'gae_lambda': 0.98
-'num_minibatches': 4
+'num_minibatches': 256
 'update_epochs': 2
 'norm_adv': True
 'clip_coef': 0.2
@@ -55,7 +55,7 @@ model-index:
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'TikhonRadkevich/ppo_v2_LunarLander-v2'
-'batch_size': 128
-'minibatch_size': 32}
+'batch_size': 16384
+'minibatch_size': 64}
   ```
   

logs/events.out.tfevents.1711132813.tikhon-XPS-15-9570.21570.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69a05584b1316d7c26d1d3cefd1691746db672ed5a1f0c8f2f6cbcc74e01e3e5
+size 274894

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f0a37c742a3e3809f5ace810eed55abe25e903de35f2f132f154e35f326dde0b
+oid sha256:9d730dc01ad7c378351f31c286654269e842bb71b9151a9d6330ce52a60ce3df
 size 80274

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -61.11161937070783, "std_reward": 15.76215602890775, "n_evaluation_episodes": 10, "eval_datetime": "2024-03-22T21:38:44.394904"}
+{"env_id": "LunarLander-v2", "mean_reward": 65.54271978298064, "std_reward": 73.89745225273381, "n_evaluation_episodes": 10, "eval_datetime": "2024-03-22T21:49:16.499662"}