Commit
·
39a2edc
1
Parent(s):
2688f88
Push agent to the Hub
Browse files- README.md +8 -15
- logs/events.out.tfevents.1676798624.a453fb8252f9.3399.0 +3 -0
- model.pt +3 -0
- replay.mp4 +0 -0
- results.json +1 -1
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 |
-
-
|
|
|
|
| 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:
|
| 20 |
name: mean_reward
|
| 21 |
verified: false
|
| 22 |
---
|
| 23 |
|
| 24 |
-
#
|
| 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 |
-
|
| 29 |
-
TODO: Add your code
|
| 30 |
|
| 31 |
-
|
| 32 |
-
|
| 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: -127.61 +/- 66.00
|
| 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.1676798624.a453fb8252f9.3399.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3ca96492732cb0a7342402087a0bb3b8332f5d245588b2cb3698df5cc91665bf
|
| 3 |
+
size 111164
|
model.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3262cb9f8d71762568958150de91d2adbb7385c87e56d48030e8005230aa5d95
|
| 3 |
+
size 42597
|
replay.mp4
CHANGED
|
Binary files a/replay.mp4 and b/replay.mp4 differ
|
|
|
results.json
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"
|
|
|
|
| 1 |
+
{"env_id": "LunarLander-v2", "mean_reward": -127.6064143332499, "std_reward": 66.00417099616155, "n_evaluation_episodes": 10, "eval_datetime": "2023-02-19T09:24:25.992575"}
|