Commit
·
79f020d
1
Parent(s):
47972eb
Upload model_config.json with huggingface_hub
Browse files- model_config.json +40 -0
model_config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_type": "dqn",
|
| 3 |
+
"task": "reinforcement-learning",
|
| 4 |
+
"environment": "french-solitaire-7x7",
|
| 5 |
+
"algorithm": "double-dqn",
|
| 6 |
+
"framework": "pytorch",
|
| 7 |
+
"state_dim": 49,
|
| 8 |
+
"action_dim": 100,
|
| 9 |
+
"architecture": {
|
| 10 |
+
"type": "mlp",
|
| 11 |
+
"layers": [
|
| 12 |
+
{"type": "linear", "in": 49, "out": 128},
|
| 13 |
+
{"type": "relu"},
|
| 14 |
+
{"type": "linear", "in": 128, "out": 128},
|
| 15 |
+
{"type": "relu"},
|
| 16 |
+
{"type": "linear", "in": 128, "out": 100}
|
| 17 |
+
]
|
| 18 |
+
},
|
| 19 |
+
"hyperparameters": {
|
| 20 |
+
"learning_rate": 0.0005,
|
| 21 |
+
"gamma": 0.99,
|
| 22 |
+
"epsilon_start": 1.0,
|
| 23 |
+
"epsilon_end": 0.01,
|
| 24 |
+
"epsilon_decay": 0.995,
|
| 25 |
+
"batch_size": 64,
|
| 26 |
+
"buffer_size": 10000,
|
| 27 |
+
"target_update_freq": 100
|
| 28 |
+
},
|
| 29 |
+
"training": {
|
| 30 |
+
"episodes": 15000,
|
| 31 |
+
"max_steps_per_episode": 200,
|
| 32 |
+
"device": "cuda"
|
| 33 |
+
},
|
| 34 |
+
"performance": {
|
| 35 |
+
"win_rate": "TBD",
|
| 36 |
+
"center_win_rate": "TBD",
|
| 37 |
+
"avg_reward": "TBD",
|
| 38 |
+
"avg_pegs_remaining": "TBD"
|
| 39 |
+
}
|
| 40 |
+
}
|