Rudolph314
commited on
Commit
•
cd5ed2c
1
Parent(s):
60b098e
modified from CleanRL
Browse files- README.md +30 -0
- model.pt +3 -0
- replay.mp4 +0 -0
- results.json +1 -0
- rl-video-step-0.meta.json +1 -0
README.md
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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:
|
12 |
+
- task:
|
13 |
+
type: reinforcement-learning
|
14 |
+
name: reinforcement-learning
|
15 |
+
dataset:
|
16 |
+
name: LunarLander-v2
|
17 |
+
type: LunarLander-v2
|
18 |
+
metrics:
|
19 |
+
- type: mean_reward
|
20 |
+
value: 261.13 +/- 28.32
|
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 |
+
|
model.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:17fc14857b5a0bbcddad1f87de7aa17a5dac2a67f9b972d28cd197e53bb75c1b
|
3 |
+
size 42817
|
replay.mp4
ADDED
Binary file (170 kB). View file
|
|
results.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"env_id": "LunarLander-v2", "mean_reward": 261.1306086142445, "std_reward": 28.319145033180245, "n_evaluation_episodes": 10, "eval_datetime": "2024-06-11T12:19:34.684977"}
|
rl-video-step-0.meta.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"step_id": 0, "episode_id": 0, "content_type": "video/mp4"}
|