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18 lines
524 B
Python
18 lines
524 B
Python
from ray.rllib.utils.annotations import PublicAPI
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from ray.rllib.utils.schedules.polynomial_schedule import PolynomialSchedule
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@PublicAPI
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class LinearSchedule(PolynomialSchedule):
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"""Linear interpolation between `initial_p` and `final_p`.
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Uses `PolynomialSchedule` with power=1.0.
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The formula is:
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value = `final_p` + (`initial_p` - `final_p`) * (1 - `t`/t_max)
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"""
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def __init__(self, **kwargs):
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"""Initializes a LinearSchedule instance."""
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super().__init__(power=1.0, **kwargs)
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