DBusAI commited on
Commit
36c917b
1 Parent(s): 6b13560

Retrain RPPO model for CarRacing-v0 v3

Browse files
.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
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: RPPO
10
+ results:
11
+ - metrics:
12
+ - type: mean_reward
13
+ value: 614.78 +/- 160.84
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
+ # **RPPO** Agent playing **CarRacing-v0**
24
+ This is a trained model of a **RPPO** 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
+
RPPO-CarRacing-v0.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4f2a8607afe2fbbfb5848017cb596c70967ed8c49d6f86bafa2ddc58d6d134c9
3
+ size 60470983
RPPO-CarRacing-v0/_stable_baselines3_version ADDED
@@ -0,0 +1 @@
 
 
1
+ 1.5.1a5
RPPO-CarRacing-v0/data ADDED
The diff for this file is too large to render. See raw diff
 
RPPO-CarRacing-v0/policy.optimizer.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:24cee0ca43d716df50502427957efe9ec73a23d34783d50b715be36045d79ec7
3
+ size 40055003
RPPO-CarRacing-v0/policy.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fd6b942242c741b25bbd256e9a8f05a2a4bd440f7e944cf5eb0c6c127bc616a3
3
+ size 20027061
RPPO-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
RPPO-CarRacing-v0/system_info.txt ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ OS: Linux-5.10.107+-x86_64-with-debian-bullseye-sid #1 SMP Sun Apr 24 15:04:08 UTC 2022
2
+ Python: 3.7.12
3
+ Stable-Baselines3: 1.5.1a5
4
+ PyTorch: 1.11.0+cu102
5
+ GPU Enabled: True
6
+ Numpy: 1.21.6
7
+ Gym: 0.21.0
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 sha256:8852d81ba284721f4421e63a9a4b858399a66af6b6c2839e16686fa9567e35ef
3
+ size 1475634
results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"mean_reward": 614.780129430443, "std_reward": 160.83888510938422, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2022-05-14T16:02:27.467602"}