9e811e200ae1fcb8722faa44d2a9d10f25839389,template_jobs.py,,batch_atari,#,4

Before Change

        for r in range(1):
            // for algo in algos:
            //     params.append([algo, dict(game=game, run=r, remark=algo.__name__)])
            for n_step in [1, 2, 3]:
                for double_q in [True, False]:
                    params.extend([
                        [dqn_pixel,
                         dict(game=game, run=r, n_step=n_step, replay_cls=PrioritizedReplay, double_q=double_q,
                              remark=dqn_pixel.__name__)],
                        // [rainbow_pixel,
                        //  dict(game=game, run=r, n_step=n_step, noisy_linear=False, remark=rainbow_pixel.__name__)]
                    ])
            // params.append(
            //     [categorical_dqn_pixel, dict(game=game, run=r, remark=categorical_dqn_pixel.__name__)]),
            // params.append([dqn_pixel, dict(game=game, run=r, remark=dqn_pixel.__name__)])

    algo, param = params[cf.i]
    algo(**param)
    exit()

After Change

    for game in games:
        for r in range(1):
            for algo in algos:
                params.append([algo, dict(game=game, run=r, remark=algo.__name__)])
            // for n_step in [1, 2, 3]:
            //     for double_q in [True, False]:
            //         params.extend([
            //             [dqn_pixel,
            //              dict(game=game, run=r, n_step=n_step, replay_cls=PrioritizedReplay, double_q=double_q,
            //                   remark=dqn_pixel.__name__)],
                        // [rainbow_pixel,
                        //  dict(game=game, run=r, n_step=n_step, noisy_linear=False, remark=rainbow_pixel.__name__)]
                    // ])
            // params.append(
            //     [categorical_dqn_pixel, dict(game=game, run=r, remark=categorical_dqn_pixel.__name__)]),
            // params.append([dqn_pixel, dict(game=game, run=r, remark=dqn_pixel.__name__)])

    algo, param = params[cf.i]
    algo(**param)
    exit()

Instances