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README.md

@@ -17,7 +17,7 @@ model-index:
       type: Deathmatch-v1
     metrics:
     - type: mean_reward
-      value: 46.57 +/- 30.63
+      value: 38.13 +/- 24.80
       name: mean_reward
       verified: false
 ---
@@ -29,18 +29,18 @@ model-index:
   # Hyperparameters
   ```python
   {'env_id': 'Deathmatch-v1'
-'num_envs': 96
-'num_steps': 96
-'learning_rate': 5e-05
+'num_envs': 32
+'num_steps': 128
+'learning_rate': 0.0001
 'learning_rate_min': 1e-05
 'gamma': 0.99
 'gae_lambda': 0.95
-'clip_coef': 0.2
-'total_timesteps': 30000000
+'clip_coef': None
+'total_timesteps': 20000000
 'recurrence': 32
 'ent_coef': 0.001
 'vf_coef': 0.5
-'max_grad_norm': 0.5
+'max_grad_norm': 0.1
 'num_minibatches': 4
 'update_epochs': 1
 'frame_skip': 4}

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model.pt

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replay.mp4

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results.json

@@ -1 +1 @@
-{"env_id": "Deathmatch-v1", "mean_reward": 46.570068359375, "std_reward": 30.63079071044922, "n_evaluation_episodes": 10, "eval_datetime": "2024-08-06T13:31:59.000132"}
+{"env_id": "Deathmatch-v1", "mean_reward": 38.13412857055664, "std_reward": 24.795141220092773, "n_evaluation_episodes": 10, "eval_datetime": "2024-08-18T15:21:14.268972"}