tensortrade.agents.a2c_agent module

References

• http://inoryy.com/post/tensorflow2-deep-reinforcement-learning/#agent-interface

class tensortrade.agents.a2c_agent.A2CAgent(env, shared_network=None, actor_network=None, critic_network=None)

Bases: tensortrade.agents.agent.Agent

get_action(state, **kwargs)

Return type:int

restore(path, **kwargs)

save(path, **kwargs)

train(n_steps=None, n_episodes=None, save_every=None, save_path=None, callback=None, **kwargs)

class tensortrade.agents.a2c_agent.A2CTransition(state, action, reward, done, value)

Bases: tuple

action

Alias for field number 1

done

Alias for field number 3

reward

Alias for field number 2

state

Alias for field number 0

value

Alias for field number 4