albertqueralto commited on
Commit
f2295e6
1 Parent(s): fe37f5c

Push agent to the Hub

Browse files
README.md CHANGED
@@ -1,6 +1,6 @@
1
  ---
2
  tags:
3
- - CartPole-v1
4
  - ppo
5
  - deep-reinforcement-learning
6
  - reinforcement-learning
@@ -13,18 +13,18 @@ model-index:
13
  type: reinforcement-learning
14
  name: reinforcement-learning
15
  dataset:
16
- name: CartPole-v1
17
- type: CartPole-v1
18
  metrics:
19
  - type: mean_reward
20
- value: 185.10 +/- 57.33
21
  name: mean_reward
22
  verified: false
23
  ---
24
 
25
- # PPO Agent Playing CartPole-v1
26
 
27
- This is a trained model of a PPO agent playing CartPole-v1.
28
 
29
  # Hyperparameters
30
  ```python
@@ -36,7 +36,7 @@ model-index:
36
  'wandb_project_name': 'cleanRL'
37
  'wandb_entity': None
38
  'capture_video': False
39
- 'env_id': 'CartPole-v1'
40
  'total_timesteps': 50000
41
  'learning_rate': 0.00025
42
  'num_envs': 4
 
1
  ---
2
  tags:
3
+ - LunarLander-v2
4
  - ppo
5
  - deep-reinforcement-learning
6
  - reinforcement-learning
 
13
  type: reinforcement-learning
14
  name: reinforcement-learning
15
  dataset:
16
+ name: LunarLander-v2
17
+ type: LunarLander-v2
18
  metrics:
19
  - type: mean_reward
20
+ value: -147.02 +/- 83.53
21
  name: mean_reward
22
  verified: false
23
  ---
24
 
25
+ # PPO Agent Playing LunarLander-v2
26
 
27
+ This is a trained model of a PPO agent playing LunarLander-v2.
28
 
29
  # Hyperparameters
30
  ```python
 
36
  'wandb_project_name': 'cleanRL'
37
  'wandb_entity': None
38
  'capture_video': False
39
+ 'env_id': 'LunarLander-v2'
40
  'total_timesteps': 50000
41
  'learning_rate': 0.00025
42
  'num_envs': 4
logs/events.out.tfevents.1676805884.ad1a63371cd3.20372.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e9ed49f15965a70e8bf01bb0f84ed680dfda5118d3463c617f1ea1afbca3070b
3
+ size 111706
model.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c183fcfe913192f9c6c37ffedf74d02e114d065710cd4d89eba5a6e393ffa132
3
- size 39909
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1cd0ac613a3793f26156783acd591c2a308e94a91d78575d5ceabd812fab4370
3
+ size 42469
replay.mp4 CHANGED
Binary files a/replay.mp4 and b/replay.mp4 differ
 
results.json CHANGED
@@ -1 +1 @@
1
- {"env_id": "CartPole-v1", "mean_reward": 185.1, "std_reward": 57.33489338962792, "n_evaluation_episodes": 10, "eval_datetime": "2023-02-19T11:13:46.044102"}
 
1
+ {"env_id": "LunarLander-v2", "mean_reward": -147.02385699881663, "std_reward": 83.52639839101187, "n_evaluation_episodes": 10, "eval_datetime": "2023-02-19T11:25:17.133887"}