game_scheduler.py

class Status:
    def __init__(self, hunger, health, stamina, age):
        self._hunger = hunger
        self._health = health
        self._stamina = stamina
        self._age = age


class Task:
    def __init__(self, name, status):
        self.name = name
        self.status = status.clone()


class TaskHistory:
    def __init__(self, uuid, task, is_completed, completed_status):
        self.ower = uuid
        self.task = task.clone()
        self.completed = is_completed
        self.completed_status = completed_status.clone()

class TaskScheduler:
    def __init__(self, status, task_list, task_history, bias=None):
        self.tasks = task_list
        self.status = status
        self.bias = bias if bias else [1.0] * len(task_list)  # init bias 1.0
        self.history = task_history

    def add_task(self, task):
        self.tasks.append(task)
        self.bias.append(1.0)  # 新增任務時，初始化 bias 為 1.0

    def update_bias(self):
        # 根據歷史記錄調整 bias
        for i, task in enumerate(self.tasks):
            if task.name in (log.task.name for log in task_history if _task.completed):
                self.bias[i] *= 1.2  # 成功完成的任務有更高的權重

    def get_task(self):
        # 計算每個任務的加權分數
        scores = {}
        for i, task in enumerate(self.tasks):
            total_diff = 0
            for attr in dir(self.status):
                if attr.startswith("get"):
                    status_value = getattr(self.status, attr)()
                    task_value = getattr(task.status, attr)()
                    total_diff += abs(status_value - task_value)

            # 考慮行為偏好（bias）和歷史記錄
            total_score = total_diff * self.bias[i]
            scores[task.name] = total_score

        # 選擇分數最高的任務
        selected_task = max(scores, key=scores.get)
        return selected_task