memorax.algorithms.DQNConfig

class memorax.algorithms.DQNConfig

Bases: object

DQNConfig(num_envs: int, gamma: float, tau: float, target_update_frequency: int, train_frequency: int, burn_in_length: int = 0)

num_envs: int

gamma: float

tau: float

target_update_frequency: int

train_frequency: int

burn_in_length: int = 0

__init__(num_envs, gamma, tau, target_update_frequency, train_frequency, burn_in_length=0)

Parameters:

• num_envs (int)

• gamma (float)

• tau (float)

• target_update_frequency (int)

• train_frequency (int)

• burn_in_length (int)

Return type:

None

replace(**updates)

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