Commit
•
15057e2
1
Parent(s):
3ab02c5
Push Reinforce agent to the Hub
Browse files- .gitattributes +1 -0
- README.md +27 -0
- hyperparameters.json +1 -0
- model.pt +3 -0
- replay.mp4 +3 -0
- results.json +1 -0
.gitattributes
CHANGED
@@ -29,3 +29,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
29 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
30 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
31 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
29 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
30 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
31 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
32 |
+
*.mp4 filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
tags:
|
3 |
+
- Pong-PLE-v0
|
4 |
+
- reinforce
|
5 |
+
- reinforcement-learning
|
6 |
+
- custom-implementation
|
7 |
+
- deep-rl-class
|
8 |
+
model-index:
|
9 |
+
- name: Reinforce-Pong
|
10 |
+
results:
|
11 |
+
- task:
|
12 |
+
type: reinforcement-learning
|
13 |
+
name: reinforcement-learning
|
14 |
+
dataset:
|
15 |
+
name: Pong-PLE-v0
|
16 |
+
type: Pong-PLE-v0
|
17 |
+
metrics:
|
18 |
+
- type: mean_reward
|
19 |
+
value: -16.00 +/- 0.00
|
20 |
+
name: mean_reward
|
21 |
+
verified: false
|
22 |
+
---
|
23 |
+
|
24 |
+
# **Reinforce** Agent playing **Pong-PLE-v0**
|
25 |
+
This is a trained model of a **Reinforce** agent playing **Pong-PLE-v0** .
|
26 |
+
To learn to use this model and train yours check Unit 5 of the Deep Reinforcement Learning Class: https://github.com/huggingface/deep-rl-class/tree/main/unit5
|
27 |
+
|
hyperparameters.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"h_size": 64, "n_training_episodes": 20000, "n_evaluation_episodes": 10, "max_t": 5000, "gamma": 0.99, "lr": 0.01, "env_id": "Pong-PLE-v0", "state_space": 7, "action_space": 3}
|
model.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1ba67d59b446cddc5e0586675654a980a144f3ee5fbe052b203c8bb4edd08dbe
|
3 |
+
size 39511
|
replay.mp4
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9fbc49f88b275b9c59ece7af546686d50e465e76a5a81bb4b2549f7a1477970e
|
3 |
+
size 13870
|
results.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"env_id": "Pong-PLE-v0", "mean_reward": -16.0, "n_evaluation_episodes": 10, "eval_datetime": "2022-08-30T01:34:58.994095"}
|