10337c8271537f0761486f9bf051ccffb5cb1838,examples/td.py,,experiment,#,9

Before Change

    //from keras.callbacks import EarlyStopping
    //config["algorithm"]["params"]["fit_params"]["callbacks"] =\
    //    [EarlyStopping("loss", patience=20, min_delta=1e-4)]
    alg = get_algorithm(config["algorithm"]["name"],
                        agent,
                        mdp,
                        **config["algorithm"]["params"])

After Change

    agent = FQI(approximator, pi, **agent_params)

    // Algorithm
    core = Core(agent, mdp)

    // Train
    core.learn(n_iterations=1, how_many=1000, n_fit_steps=20,
               iterate_over="episodes")

Instances