Initial commit

README.md

@@ -16,7 +16,7 @@ model-index:
       type: SpaceInvadersNoFrameskip-v4
     metrics:
     - type: mean_reward
-      value: 424.00 +/- 249.38
+      value: 378.00 +/- 101.86
       name: mean_reward
       verified: false
 ---
@@ -67,14 +67,14 @@ OrderedDict([('batch_size', 100),
              ('buffer_size', 100000),
              ('env_wrapper',
               ['stable_baselines3.common.atari_wrappers.AtariWrapper']),
-             ('exploration_final_eps', 0.13071780683854003),
+             ('exploration_final_eps', 0.01),
              ('exploration_fraction', 0.4477029703130554),
              ('frame_stack', 4),
              ('gamma', 0.9),
              ('gradient_steps', 1),
              ('learning_rate', 0.00011447658254850165),
              ('learning_starts', 20000),
-             ('n_timesteps', 9000000.0),
+             ('n_timesteps', 100000.0),
              ('net_arch', 'medium'),
              ('optimize_memory_usage', False),
              ('policy', 'CnnPolicy'),

dqn-SpaceInvadersNoFrameskip-v4.zip

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3737ee51769185ac1b5f0d20384c0c92dcc30e446056391b9cd875990d0fb69c
-size 27220878
+oid sha256:80868c6838f92d566a1cf1d85329e5d6ac87fa8fd52ff36c5a97b1fe0b53b02b
+size 27220844

replay.mp4

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:205a7e5a1be28d7e8d33286c5d64922a122cdc492fb0f0f070b7fe2e16414d84
-size 348430
+oid sha256:22e7e7debb9c776de84def53e7636d841e935d935f590d8403f876cfa5b6401c
+size 326943

results.json

@@ -1 +1 @@
-{"mean_reward": 424.0, "std_reward": 249.3772243008571, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-12-07T12:26:25.554944"}
+{"mean_reward": 378.0, "std_reward": 101.86265262597475, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-12-07T12:40:22.337718"}