memorax.algorithms.StreamACConfig

class memorax.algorithms.StreamACConfig

Bases: object

StreamACConfig(num_envs: int, gamma: float, trace_lambda: float, actor_lr: float, critic_lr: float, actor_kappa: float = 3.0, critic_kappa: float = 2.0, entropy_coefficient: float = 0.01, adaptive: bool = False, beta2: float = 0.999, eps: float = 1e-08)

num_envs: int

gamma: float

trace_lambda: float

actor_lr: float

critic_lr: float

actor_kappa: float = 3.0

critic_kappa: float = 2.0

entropy_coefficient: float = 0.01

adaptive: bool = False

beta2: float = 0.999

eps: float = 1e-08

__init__(num_envs, gamma, trace_lambda, actor_lr, critic_lr, actor_kappa=3.0, critic_kappa=2.0, entropy_coefficient=0.01, adaptive=False, beta2=0.999, eps=1e-08)

Parameters:

• num_envs (int)

• gamma (float)

• trace_lambda (float)

• actor_lr (float)

• critic_lr (float)

• actor_kappa (float)

• critic_kappa (float)

• entropy_coefficient (float)

• adaptive (bool)

• beta2 (float)

• eps (float)

Return type:

None

replace(**updates)

Returns a new object replacing the specified fields with new values.