first try on CR
Browse files- .gitattributes +1 -0
- CarRacing-v0-ppo-50k.zip +3 -0
- CarRacing-v0-ppo-50k/_stable_baselines3_version +1 -0
- CarRacing-v0-ppo-50k/data +0 -0
- CarRacing-v0-ppo-50k/policy.optimizer.pth +3 -0
- CarRacing-v0-ppo-50k/policy.pth +3 -0
- CarRacing-v0-ppo-50k/pytorch_variables.pth +3 -0
- CarRacing-v0-ppo-50k/system_info.txt +7 -0
- README.md +28 -0
- config.json +0 -0
- replay.mp4 +3 -0
- results.json +1 -0
.gitattributes
CHANGED
@@ -25,3 +25,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
25 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
26 |
*.zstandard filter=lfs diff=lfs merge=lfs -text
|
27 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
25 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
26 |
*.zstandard filter=lfs diff=lfs merge=lfs -text
|
27 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
28 |
+
*.mp4 filter=lfs diff=lfs merge=lfs -text
|
CarRacing-v0-ppo-50k.zip
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:983ec51a8916c415ad5251a59369d5cbf3cdeea09de9700f09dba30ba0496c03
|
3 |
+
size 43335879
|
CarRacing-v0-ppo-50k/_stable_baselines3_version
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
1.5.0
|
CarRacing-v0-ppo-50k/data
ADDED
The diff for this file is too large to render.
See raw diff
|
|
CarRacing-v0-ppo-50k/policy.optimizer.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1429048dba73113d1353ab714409c5c9a9fe04e67daed0ddb12e16ae96bdb185
|
3 |
+
size 28388247
|
CarRacing-v0-ppo-50k/policy.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:06e82263a1c32a6c4ac6899da5b82369b786072a6568bdb7992106df473a184c
|
3 |
+
size 14194942
|
CarRacing-v0-ppo-50k/pytorch_variables.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d030ad8db708280fcae77d87e973102039acd23a11bdecc3db8eb6c0ac940ee1
|
3 |
+
size 431
|
CarRacing-v0-ppo-50k/system_info.txt
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
OS: Linux-5.4.188+-x86_64-with-Ubuntu-18.04-bionic #1 SMP Sun Apr 24 10:03:06 PDT 2022
|
2 |
+
Python: 3.7.13
|
3 |
+
Stable-Baselines3: 1.5.0
|
4 |
+
PyTorch: 1.11.0+cu113
|
5 |
+
GPU Enabled: True
|
6 |
+
Numpy: 1.21.6
|
7 |
+
Gym: 0.21.0
|
README.md
ADDED
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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: -54.39 +/- 20.08
|
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** using the [stable-baselines3 library](https://github.com/DLR-RM/stable-baselines3).
|
25 |
+
|
26 |
+
## Usage (with Stable-baselines3)
|
27 |
+
TODO: Add your code
|
28 |
+
|
config.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
replay.mp4
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:03b81a00b6bb3fe12a4bc603f3e09a5ecca8a4560465f49c76d4981ba493628e
|
3 |
+
size 516379
|
results.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"mean_reward": -54.38907653167844, "std_reward": 20.081408514277776, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2022-05-15T10:39:55.944425"}
|