aic-mlp-bc / config.json
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MLP-BC step 2000 (loss 0.091 at step 3000), trained on rockyshao22/Intrinsic_AI
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{
"type": "mlp_bc",
"n_obs_steps": 1,
"input_features": {
"observation.state": {
"type": "STATE",
"shape": [
26
]
},
"observation.images.left_camera": {
"type": "VISUAL",
"shape": [
3,
256,
288
]
},
"observation.images.center_camera": {
"type": "VISUAL",
"shape": [
3,
256,
288
]
},
"observation.images.right_camera": {
"type": "VISUAL",
"shape": [
3,
256,
288
]
}
},
"output_features": {
"action": {
"type": "ACTION",
"shape": [
6
]
}
},
"device": "cuda",
"use_amp": false,
"use_peft": false,
"push_to_hub": false,
"repo_id": null,
"private": null,
"tags": null,
"license": null,
"pretrained_path": null,
"chunk_size": 1,
"n_action_steps": 1,
"image_resolution": [
128,
144
],
"cnn_channels": [
32,
64,
128,
256
],
"state_proj_dim": 128,
"head_hidden_dim": 512,
"head_layers": 2,
"dropout": 0.1,
"normalization_mapping": {
"VISUAL": "MEAN_STD",
"STATE": "MEAN_STD",
"ACTION": "MEAN_STD"
},
"optimizer_lr": 0.0003,
"optimizer_weight_decay": 1e-05,
"optimizer_betas": [
0.9,
0.999
],
"optimizer_grad_clip_norm": 1.0
}