dbarbedillo commited on
Commit
bbed6bc
1 Parent(s): 0bc0ae7

Push Reinforce agent to the Hub

Browse files
Files changed (6) hide show
  1. .gitattributes +1 -0
  2. README.md +26 -0
  3. hyperparameters.json +1 -0
  4. model.pt +3 -0
  5. replay.mp4 +3 -0
  6. 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
  *.zstandard 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
  *.zstandard 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 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - Pixelcopter-PLE-v0
4
+ - reinforce
5
+ - reinforcement-learning
6
+ - custom-implementation
7
+ - deep-rl-class
8
+ model-index:
9
+ - name: Reinforce-Pixelcopter-PLE-v0
10
+ results:
11
+ - metrics:
12
+ - type: mean_reward
13
+ value: 12.20 +/- 8.16
14
+ name: mean_reward
15
+ task:
16
+ type: reinforcement-learning
17
+ name: reinforcement-learning
18
+ dataset:
19
+ name: Pixelcopter-PLE-v0
20
+ type: Pixelcopter-PLE-v0
21
+ ---
22
+
23
+ # **Reinforce** Agent playing **Pixelcopter-PLE-v0**
24
+ This is a trained model of a **Reinforce** agent playing **Pixelcopter-PLE-v0** .
25
+ 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
26
+
hyperparameters.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"h_size": 64, "n_training_episodes": 50000, "n_evaluation_episodes": 10, "max_t": 10000, "gamma": 0.99, "lr": 0.0001, "env_id": "Pixelcopter-PLE-v0", "state_space": 7, "action_space": 2}
model.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d60e313a6bccd5c9ff0bcd65d2634262b48e7f434440678d37672637e291edc2
3
+ size 4703
replay.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ce5dce4ebc045a174a2bb63ead9352f24c4e4ceb19eee1381a856dd4613fe9db
3
+ size 7236
results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"env_id": "Pixelcopter-PLE-v0", "mean_reward": 12.2, "n_evaluation_episodes": 10, "eval_datetime": "2022-07-20T16:14:14.128265"}