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transformer xl #30

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3 changes: 2 additions & 1 deletion experiment_code/hackrl/config.yaml
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Expand Up @@ -67,11 +67,12 @@ local_name: "${uid:}"
log_fmt: "[%(levelname)s:${local_name} %(process)d %(module)s:%(lineno)d %(asctime)s] %(message)s"
log_interval: 20
model: ChaoticDwarvenGPT5
# model: DecisionTransformer
# model: DecisionTransformer # TransfoXL
dropout: 0.1
n_layer: 3
n_head: 1
hidden_dim: 512
mem_len: 64

normalize_advantages: True
normalize_reward: False
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2 changes: 2 additions & 0 deletions experiment_code/hackrl/models/__init__.py
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Expand Up @@ -22,6 +22,7 @@
from .baseline import BaselineNet
from .chaotic_dwarf import ChaoticDwarvenGPT5
from .decision_transformer import DecisionTransformer
from .transfo_xl import TransfoXL
from .offline_chaotic_dwarf import DQNChaoticDwarvenGPT5, IQLChaoticDwarvenGPT5
from .inverse_model import BigInverseOnlyModel
from .kickstarter import KickStarter
Expand All @@ -40,6 +41,7 @@
CQL,
IQL,
DecisionTransformer,
TransfoXL,
]
MODELS_LOOKUP = {c.__name__: c for c in MODELS}

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