vukpetar commited on
Commit
454e122
1 Parent(s): b6ed58a

Push Q-Learning agent to Hub

Browse files
Files changed (5) hide show
  1. .gitattributes +2 -0
  2. README.md +35 -0
  3. q-learning.pkl +3 -0
  4. replay.mp4 +3 -0
  5. results.json +1 -0
.gitattributes CHANGED
@@ -25,3 +25,5 @@ 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
29
+ q-learning.pkl filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - FrozenLake-v1-4x4-no_slippery
4
+ - q-learning
5
+ - reinforcement-learning
6
+ - custom-implementation
7
+ model-index:
8
+ - name: q-FrozenLake-v1
9
+ results:
10
+ - metrics:
11
+ - type: mean_reward
12
+ value: 1.00 +/- 0.00
13
+ name: mean_reward
14
+ task:
15
+ type: reinforcement-learning
16
+ name: reinforcement-learning
17
+ dataset:
18
+ name: FrozenLake-v1-4x4-no_slippery
19
+ type: FrozenLake-v1-4x4-no_slippery
20
+ ---
21
+
22
+ # **Q-Learning** Agent playing **FrozenLake-v1**
23
+ This is a trained model of a **Q-Learning** agent playing **FrozenLake-v1** .
24
+
25
+ ## Usage
26
+ ```python
27
+ model = load_from_hub(repo_id="vukpetar/q-FrozenLake-v1", filename="q-learning.pkl")
28
+
29
+ # Don't forget to check if you need to add additional attributes (is_slippery=False etc)
30
+ env = gym.make(model["env_id"])
31
+
32
+ evaluate_agent(env, model["max_steps"], model["n_eval_episodes"], model["qtable"], model["eval_seed"])
33
+
34
+ ```
35
+
q-learning.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f962e11ff3c60d63a3211733b240868efebf6962ed3840358afbdcfb2d3b7738
3
+ size 933
replay.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:24c9a80acba57779e3cdcb22355516cca039d869c3b90ebbf7b9c730a3dd91ea
3
+ size 28656
results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"env_id": "FrozenLake-v1", "mean_reward": 1.0, "n_eval_episodes": 100, "eval_datetime": "2022-05-22T16:39:07.625952"}