<reponame>BBVA/BeagleML-scheduler
"""
Copyright 2018 <NAME>, S.A.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
"""
from keras.models import Sequential
from keras.layers import Dense
from keras.optimizers import Adam

from .double_dqlearning_agent import DoubleDQLearningAgent


class Agent(DoubleDQLearningAgent):
    def __init__(self):
        super().__init__(3, 2)

    def build_model(self):
        model = Sequential()
        model.add(Dense(12, activation='relu', input_dim=3))
        model.add(Dense(12, activation='relu'))
        model.add(Dense(2))
        model.compile(Adam(lr=0.001), 'mse')

        return model
