knutselmiddag123 commited on
Commit
83547a1
·
1 Parent(s): 22b1ab1

Upload PPO CarRacing-v0 trained agent

Browse files
README.md ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: stable-baselines3
3
+ tags:
4
+ - CarRacing-v0
5
+ - deep-reinforcement-learning
6
+ - reinforcement-learning
7
+ - stable-baselines3
8
+ model-index:
9
+ - name: PPO
10
+ results:
11
+ - metrics:
12
+ - type: mean_reward
13
+ value: -92.53 +/- 14.33
14
+ name: mean_reward
15
+ task:
16
+ type: reinforcement-learning
17
+ name: reinforcement-learning
18
+ dataset:
19
+ name: CarRacing-v0
20
+ type: CarRacing-v0
21
+ ---
22
+
23
+ # **PPO** Agent playing **CarRacing-v0**
24
+ This is a trained model of a **PPO** agent playing **CarRacing-v0**
25
+ using the [stable-baselines3 library](https://github.com/DLR-RM/stable-baselines3).
26
+
27
+ ## Usage (with Stable-baselines3)
28
+ TODO: Add your code
29
+
30
+
31
+ ```python
32
+ from stable_baselines3 import ...
33
+ from huggingface_sb3 import load_from_hub
34
+
35
+ ...
36
+ ```
config.json ADDED
The diff for this file is too large to render. See raw diff
 
ppo-CarRacing-v0.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:99c290e50926951e4b55dc94865e7960d35e2f104814f76c4b2c2278e64844cc
3
+ size 43337116
ppo-CarRacing-v0/_stable_baselines3_version ADDED
@@ -0,0 +1 @@
 
 
1
+ 1.5.0
ppo-CarRacing-v0/data ADDED
The diff for this file is too large to render. See raw diff
 
ppo-CarRacing-v0/policy.optimizer.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:28cc52b5e8d6458f9affb1f7ef64ce294c4257551a47991eabd20204572f86d9
3
+ size 28391472
ppo-CarRacing-v0/policy.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:78d9cd17c785c5ff6d7e5f518daae099a9180b390c57a63c6804ce06ed7de1af
3
+ size 14194942
ppo-CarRacing-v0/pytorch_variables.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d030ad8db708280fcae77d87e973102039acd23a11bdecc3db8eb6c0ac940ee1
3
+ size 431
ppo-CarRacing-v0/system_info.txt ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ OS: Linux-5.10.133+-x86_64-with-Ubuntu-18.04-bionic #1 SMP Fri Aug 26 08:44:51 UTC 2022
2
+ Python: 3.7.14
3
+ Stable-Baselines3: 1.5.0
4
+ PyTorch: 1.12.1+cu113
5
+ GPU Enabled: True
6
+ Numpy: 1.21.6
7
+ Gym: 0.21.0
replay.mp4 ADDED
Binary file (497 kB). View file
 
results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"mean_reward": -92.53205386698247, "std_reward": 14.325221611161771, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2022-10-13T14:02:03.635037"}