YarramsettiNaresh commited on
Commit
13ef275
1 Parent(s): 1d8e02f

Push agent to the Hub

Browse files
README.md CHANGED
@@ -1,10 +1,11 @@
1
  ---
2
- library_name: stable-baselines3
3
  tags:
4
  - LunarLander-v2
 
5
  - deep-reinforcement-learning
6
  - reinforcement-learning
7
- - stable-baselines3
 
8
  model-index:
9
  - name: PPO
10
  results:
@@ -16,22 +17,14 @@ model-index:
16
  type: LunarLander-v2
17
  metrics:
18
  - type: mean_reward
19
- value: 268.57 +/- 17.31
20
  name: mean_reward
21
  verified: false
22
  ---
23
 
24
- # **PPO** Agent playing **LunarLander-v2**
25
- This is a trained model of a **PPO** agent playing **LunarLander-v2**
26
- using the [stable-baselines3 library](https://github.com/DLR-RM/stable-baselines3).
27
 
28
- ## Usage (with Stable-baselines3)
29
- TODO: Add your code
30
 
31
-
32
- ```python
33
- from stable_baselines3 import ...
34
- from huggingface_sb3 import load_from_hub
35
-
36
- ...
37
- ```
 
1
  ---
 
2
  tags:
3
  - LunarLander-v2
4
+ - ppo
5
  - deep-reinforcement-learning
6
  - reinforcement-learning
7
+ - custom-implementation
8
+ - deep-rl-course
9
  model-index:
10
  - name: PPO
11
  results:
 
17
  type: LunarLander-v2
18
  metrics:
19
  - type: mean_reward
20
+ value: -161.93 +/- 86.34
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
+
 
 
 
 
 
logs/events.out.tfevents.1690271036.5eab1ac89a12.6761.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:854444bdfafe10d8be3b4aee452d6c736a330df5473bfd6c27eddce9fb5a6eae
3
+ size 109730
model.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:550b0cafaf3330128b441489af3e3c3b95dccc25850f4290a4629da912a8c1ec
3
+ size 42597
replay.mp4 CHANGED
Binary files a/replay.mp4 and b/replay.mp4 differ
 
results.json CHANGED
@@ -1 +1 @@
1
- {"mean_reward": 268.57386327092155, "std_reward": 17.312155450870648, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2023-07-19T03:39:34.075455"}
 
1
+ {"env_id": "LunarLander-v2", "mean_reward": -161.9288273758229, "std_reward": 86.34488374446182, "n_evaluation_episodes": 10, "eval_datetime": "2023-07-25T07:44:44.731624"}