Push Reinforce agent to the Hub

README.md

@@ -6,7 +6,7 @@ tags:
 - custom-implementation
 - deep-rl-class
 model-index:
-- name: Reinforce-CartPole8
+- name: Reinforce-CartPole
   results:
   - task:
       type: reinforcement-learning
@@ -16,7 +16,7 @@ model-index:
       type: CartPole-v1
     metrics:
     - type: mean_reward
-      value: 65.10 +/- 6.76
+      value: 197.42 +/- 7.22
       name: mean_reward
       verified: false
 ---

hyperparameters.json

@@ -1 +1 @@
-{"h_size": 16, "n_training_episodes": 1000, "n_evaluation_episodes": 10, "max_t": 1000, "gamma": 1.0, "lr": 0.01, "env_id": "CartPole-v1", "state_space": 4, "action_space": 2}
+{"h_size": 16, "n_training_episodes": 5000, "n_evaluation_episodes": 100, "max_t": 1000, "gamma": 1.0, "lr": 0.01, "env_id": "CartPole-v1", "state_space": 4, "action_space": 2}

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:39533bbedf2d7b5dc75e86c43264a9211f668469766dad07821ea907fe3c30f1
+oid sha256:08335869fca2c450b656caaf2f12d3ae70f77a5628c73b82673b7eb4abaaf895
 size 2591

replay.mp4

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2b817e39efa57e634e7735cb3bdac5f40add40014d6f7d6ef2731f0215dfc4be
-size 8034
+oid sha256:9f4d4904002cf0c2b47904484c8a3af6ee8e27038fbac3282fe14c57ecc6230c
+size 21861

results.json

@@ -1 +1 @@
-{"env_id": "CartPole-v1", "mean_reward": 65.1, "n_evaluation_episodes": 10, "eval_datetime": "2022-09-12T10:42:12.115047"}
+{"env_id": "CartPole-v1", "mean_reward": 197.42, "n_evaluation_episodes": 100, "eval_datetime": "2022-09-12T11:00:35.879958"}