Beispiel #1
0
        # open_state = env.Report_open_close()
        # for i in range(a_dim):
        #     if a_last[i]!=open_state[i]:
        #         print('1_ERROR!!!!!')
        #         break

        if i_episode%3==0 and t%100==0:
            result_list = adapt_speed.Calculate_AdaptSpeed(env, a_last, i_episode, t, Date, SLOTNUM)
            reward_list = result_list[0] 
            disconnect_rate_list = result_list[1]
            Delay_Outage_Rate_list = result_list[2]
        

        s_ = env.update(a, a_last, i_episode, t+(Date-1001)*SLOTNUM)
        r = output.Calculate_Reward(env, a, s_)

        if i_episode%3==0 and t%100==0:
            reward_list.append(float(r))
            disconnect_rate = 1-(env.Print_System_Performance())[1]
            L1_Delay = env.Get_L1_Car_Delay()
            L1_Delay_count = 0
            L1_Delay_outrage_count = 0
            Delay_Outage_Rate = 0
            for i in range(a_dim):
                if L1_Delay[i] != 0:
                    L1_Delay_count = L1_Delay_count+1
                if L1_Delay[i]>50:
                    L1_Delay_outrage_count = L1_Delay_outrage_count+1
            if L1_Delay_count != 0:
                Delay_Outage_Rate = L1_Delay_outrage_count/L1_Delay_count
Beispiel #2
0
        # open_state = env.Report_open_close()
        # for i in range(a_dim):
        #     if a_last[i]!=open_state[i]:
        #         print('1_ERROR!!!!!')
        #         break

        # if i_episode%3==0 and t%100==0:
        #     result_list = adapt_speed.Calculate_AdaptSpeed(env, a_last, i_episode, t, Date, SLOTNUM)
        #     reward_list = result_list[0]
        #     disconnect_rate_list = result_list[1]
        #     Delay_Outage_Rate_list = result_list[2]

        s_ = env.update(a, a_last, i_episode, t + (Date - 1001) * SLOTNUM)
        disconnect_rate, Avg_Delay, Delay_Outage_Rate = output.Calculate_disconnect_outofdelay(
            env)
        r = output.Calculate_Reward(a, s_, disconnect_rate, Delay_Outage_Rate)

        # if i_episode%3==0 and t%100==0:
        #     reward_list.append(float(r))
        #     disconnect_rate_list.append(float(disconnect_rate))
        #     Delay_Outage_Rate_list.append(float(Delay_Outage_Rate))
        #     sys_per.update_AdaptSpeed([reward_list, disconnect_rate_list, Delay_Outage_Rate_list], t)

        s_ = np.transpose(s_)

        line_fig.update(env, r, t)
        sys_per.update(env, a, r, disconnect_rate, Avg_Delay,
                       Delay_Outage_Rate, t, path)
        # conv_rate.store_reward(ddpg, t, i_episode, Date, path)
        # adapt_speed.store_action(t, a)