memorax.algorithms.StreamAC

class memorax.algorithms.StreamAC

Bases: object

StreamAC(cfg: memorax.algorithms.stream_ac.StreamACConfig, env: gymnax.environments.environment.Environment, env_params: gymnax.environments.environment.EnvParams, actor_network: flax.linen.module.Module, critic_network: flax.linen.module.Module)

cfg: StreamACConfig

env: Environment

env_params: EnvParams

actor_network: Module

critic_network: Module

init(key)

Return type:

StreamACState

Parameters:

key (Array)

warmup(key, state, num_steps)

Return type:

StreamACState

Parameters:

• key (Array)

• state (StreamACState)

• num_steps (int)

train(key, state, num_steps)

Return type:

StreamACState

Parameters:

• key (Array)

• state (StreamACState)

• num_steps (int)

evaluate(key, state, num_steps)

Return type:

StreamACState

Parameters:

• key (Array)

• state (StreamACState)

• num_steps (int)

__init__(cfg, env, env_params, actor_network, critic_network)

Parameters:

• cfg (StreamACConfig)

• env (Environment)

• env_params (EnvParams)

• actor_network (Module)

• critic_network (Module)

Return type:

None