腾讯专家视角：开放剧情扮演 Agent 的挑战与思考
随着人工智能技术的飞速发展，开放剧情扮演游戏成为了单机电子游戏领域的新趋势。这类游戏通过提供高度拟真的娱乐体验，满足了用户对于超越现实世界的游戏需求。然而，有限的游戏内容产能和个性化程度限制了这类产品的进一步发展。
为了解决这一问题，腾讯PCG大模型中台Agent技术负责人陈浩蓝表示，大语言模型和多智能体技术的突破性创新为用户提供了个性化的开放剧情扮演体验的可能性。在即将举行的AICon上海站上，陈浩蓝将发表题为《多智能体技术在开放剧情扮演玩法中的探索》的精彩演讲，探讨如何利用这些技术来提升游戏体验。
陈浩蓝还提到，虽然大模型对大部分互联网应用的影响不大，但对于从业人员的职业规划带来了挑战。他以QQ浏览器为例，展示了AI阅读助手如何提升用户获取信息的效率。尽管生成式AI为用户提供了更好的体验，但现有的互联网服务仍保持其原有形态，只是通过AI技术的加持，提升了连接效率。
对于开放剧情游戏的需求，陈浩蓝表示，用户对于开放且无结尾的剧情有着巨大的兴趣。随着技术的进步，如LARP框架等，游戏开发者正尝试将语言智能体与开放世界游戏相结合，通过模块化方法处理记忆、决策，并在互动中不断学习，以实现更加真实的剧情体验。
总体而言，开放剧情扮演游戏正面临技术挑战和思考，但同时也为游戏行业带来了新的发展机遇。随着技术的不断进步，未来的游戏世界将更加开放和个性化，为玩家提供前所未有的沉浸式体验。
英语如下：
News Title: “Tencent Expert: Revolutionizing Open-World Games with AI-Driven Personalized Experiences”
Keywords: Story-driven Role-playing, AI Innovation, Personalized Experience
News Content:
From a Tencent Expert’s Perspective: Challenges and Reflections on Open-World Story-driven Role-playing Agents
As artificial intelligence technology advances rapidly, open-world story-driven role-playing games have emerged as a new trend in the realm of single-player electronic games. These games cater to users’ desire for entertainment that transcends the real world by offering highly realistic gameplay. However, the limitations of game content production capacity and personalization restrict further development of these products.
To address this issue, Chen Haolian, the technical lead of the Tencent PCG Large Model Middleware Agent, stated that breakthrough innovations in large language models and multi-agent technologies have opened up the possibility of personalized open-world story-driven role-playing experiences for users. At the upcoming AICon Shanghai, Chen Haolian will deliver an exciting keynote titled “Exploring the Use of Multi-agent Technology in Open-world Story-driven Role-playing Play,” delving into how these technologies can enhance game experiences.
Chen Haolian also mentioned that while large models have minimal impact on most internet applications, they pose a challenge to professionals’ career planning. He demonstrated how AI reading assistants improve user efficiency in obtaining information using QQ Browser as an example. Although generative AI offers better user experiences, existing internet services maintain their original form, simply enhancing connectivity efficiency through AI technology.
Regarding the demand for open-world story-driven games, Chen Haolian noted that users have a significant interest in open and non-conclusive stories. With technological advancements, such as the LARP framework, game developers are exploring ways to integrate language agents with open-world games, processing memory, decision-making through modular methods, and learning in interactions to achieve a more realistic narrative experience.
In summary, open-world story-driven role-playing games face technological challenges and reflections, but also present new opportunities for the gaming industry. As technology continues to advance, the future gaming world will be more open and personalized, providing players with an unprecedented immersive experience.
【来源】https://mp.weixin.qq.com/s/N9AkzgaI1bDF3m4xTCClHg
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