Initial commit

README.md

@@ -16,7 +16,7 @@ model-index:
       type: SpaceInvadersNoFrameskip-v4
     metrics:
     - type: mean_reward
-      value: 212.50 +/- 60.47
+      value: 1059.50 +/- 346.63
       name: mean_reward
       verified: false
 ---
@@ -73,7 +73,7 @@ OrderedDict([('batch_size', 32),
              ('gradient_steps', 1),
              ('learning_rate', 0.0001),
              ('learning_starts', 100000),
-             ('n_timesteps', 1200000.0),
+             ('n_timesteps', 9000000.0),
              ('optimize_memory_usage', False),
              ('policy', 'CnnPolicy'),
              ('target_update_interval', 1000),

dqn-SpaceInvadersNoFrameskip-v4.zip

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ada75618b18714a38f82a346bef09bb7b7a53267d9247f305ecf8334c4864199
-size 27220790
+oid sha256:503e8d4d9484f272e4a98563a524c8dddcd8845c5d4b9b7ccdfd9f3716da546d
+size 27220781

replay.mp4

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ffd108499d893f69d34b3cdd9849ba00fcdcbce7fc51b0bd3085fa53d80583df
-size 261769
+oid sha256:51287969ed8f20349eeb1df7a42b99d8cafa5f7f9aab85b0678b5ba91fe6ae6b
+size 316484

results.json

@@ -1 +1 @@
-{"mean_reward": 212.5, "std_reward": 60.466933112239126, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-12-06T13:09:20.775941"}
+{"mean_reward": 1059.5, "std_reward": 346.6298458009639, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-12-06T20:23:24.373824"}