absorbing terminal state

简明释义

吸收终点状态;

英英释义

例句

1.In reinforcement learning, an agent may receive a reward upon reaching an absorbing terminal state 吸收终态.

在强化学习中，代理在到达吸收终态 吸收终态 时可能会获得奖励。

2.In Markov decision processes, an absorbing terminal state 吸收终态 is one that, once entered, cannot be left.

在马尔可夫决策过程中，吸收终态 吸收终态 是一种一旦进入就无法离开的状态。

3.In our simulation, we identified several absorbing terminal states 吸收终态 that represent final outcomes.

在我们的模拟中，我们识别出了几个吸收终态 吸收终态，它们代表最终结果。

4.Understanding the concept of an absorbing terminal state 吸收终态 is crucial for modeling complex systems.

理解吸收终态 吸收终态 的概念对于建模复杂系统至关重要。

5.The game ends when a player reaches an absorbing terminal state 吸收终态, signifying victory or defeat.

当玩家达到一个吸收终态 吸收终态 时，游戏结束，标志着胜利或失败。

作文

In the realm of mathematics and computer science, particularly in the study of Markov chains and other stochastic processes, the concept of an absorbing terminal state plays a crucial role. An absorbing terminal state is defined as a state that, once entered, cannot be left. This idea can be likened to certain life situations where one reaches a point of no return. For instance, consider a student who has committed to a particular career path. Once they have invested years of education and training, they find themselves in an absorbing terminal state regarding their profession. They may feel trapped by their choices, unable to pivot to a completely different field due to the time and resources already spent. The implications of an absorbing terminal state extend beyond individual choices; they also manifest in broader societal contexts. For example, economic systems can sometimes reach an absorbing terminal state where certain industries become so dominant that new entrants are effectively barred from competing. This can lead to monopolies, which stifle innovation and limit consumer choices. In this scenario, the market finds itself in an absorbing terminal state, where change becomes exceedingly difficult. Moreover, in the world of technology, companies can also arrive at an absorbing terminal state. Consider a tech giant that has established a stronghold in its market. Its resources allow it to innovate and evolve, but it may also become complacent, eventually leading to a stagnation that resembles an absorbing terminal state. New startups may struggle to penetrate the market, resulting in a lack of competition and innovation. Thus, the metaphor of an absorbing terminal state not only describes a mathematical phenomenon but also serves as a cautionary tale for businesses and individuals alike. To further illustrate this concept, let’s take a look at the environmental crisis we face today. Many experts argue that humanity is approaching an absorbing terminal state in terms of natural resource depletion and climate change. If we do not take significant action now, we could reach a point where recovery becomes impossible, and we are left with irreversible damage to our planet. This situation exemplifies how the notion of an absorbing terminal state can be applied to global challenges, highlighting the urgency for proactive measures. In conclusion, the idea of an absorbing terminal state is multifaceted, encompassing personal, economic, technological, and environmental dimensions. Understanding this concept can help individuals and organizations recognize the importance of adaptability and foresight. By acknowledging the risks of becoming entrenched in an absorbing terminal state, we can strive to maintain flexibility in our choices and actions, ultimately fostering a more dynamic and resilient society.

在数学和计算机科学领域，特别是在马尔可夫链和其他随机过程的研究中，吸收终态的概念起着至关重要的作用。吸收终态被定义为一旦进入就无法离开的状态。这个想法可以比作某些生活情境，在这些情境中，人们达到了一个无法回头的点。例如，考虑一个已经决定了特定职业道路的学生。一旦他们投入了多年的教育和培训，他们发现自己在职业上处于一个吸收终态。他们可能会感到被自己的选择所困，无法因已花费的时间和资源而转向完全不同的领域。吸收终态的影响超越了个人选择，它们还在更广泛的社会背景中表现出来。例如，经济系统有时会达到一个吸收终态，某些行业变得如此主导，以至于新进入者实际上被禁止竞争。这可能导致垄断，抑制创新并限制消费者选择。在这种情况下，市场发现自己处于一个吸收终态，改变变得极其困难。此外，在科技界，公司也可能到达一个吸收终态。考虑一家在市场上建立了强大控制力的科技巨头。它的资源使其能够创新和发展，但也可能导致自满，最终导致一种类似于吸收终态的停滞。新的初创公司可能难以渗透市场，导致缺乏竞争和创新。因此，吸收终态的隐喻不仅描述了一种数学现象，也为企业和个人提供了警示。为了进一步说明这一概念，让我们看看今天面临的环境危机。许多专家认为人类正接近一个吸收终态，在自然资源枯竭和气候变化方面。如果我们现在不采取重大行动，我们可能会达到一个恢复变得不可能的地步，留下对我们星球的不可逆转的损害。这种情况例证了如何将吸收终态的概念应用于全球挑战，突显了采取积极措施的紧迫性。总之，吸收终态的概念是多方面的，涵盖了个人、经济、技术和环境维度。理解这一概念可以帮助个人和组织认识到适应性和前瞻性的重要性。通过承认陷入吸收终态的风险，我们可以努力保持选择和行动的灵活性，最终促进一个更具活力和韧性的社会。