Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -57.64 +/- 61.11
+      value: 116.20 +/- 63.15
       name: mean_reward
       verified: false
 ---
@@ -39,13 +39,13 @@ model-index:
 'env_id': 'LunarLander-v2'
 'total_timesteps': 1000000
 'learning_rate': 0.00025
-'num_envs': 4
-'num_steps': 128
+'num_envs': 16
+'num_steps': 1024
 'anneal_lr': True
 'gae': True
-'gamma': 0.99
-'gae_lambda': 0.95
-'num_minibatches': 4
+'gamma': 0.999
+'gae_lambda': 0.98
+'num_minibatches': 64
 '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': 'Yanrds/ppo-LunarLander-v2-from-scratch'
-'batch_size': 512
-'minibatch_size': 128}
+'batch_size': 16384
+'minibatch_size': 256}
   ```
   

logs/events.out.tfevents.1681868453.15af5fbffb08.7953.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56c303daa694e374f30a2ea3185d497566c368a6e3275ea969e3ac7fdd981779
+size 352635

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6d3e4c679fa6fadd5f17062c557e054db3e1716d87d7b6f6bcaf662427972168
+oid sha256:e30ad109ec0dc4a69b3a5932b03669f66aeae9cbd6934683c314f94ae2b2a6c2
 size 42597

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -57.636142424268726, "std_reward": 61.10504077356268, "n_evaluation_episodes": 10, "eval_datetime": "2023-04-18T23:50:31.271065"}
+{"env_id": "LunarLander-v2", "mean_reward": 116.20295874551138, "std_reward": 63.14954728153944, "n_evaluation_episodes": 10, "eval_datetime": "2023-04-19T01:59:30.926253"}