{"id":559,"date":"2023-10-30T23:41:22","date_gmt":"2023-10-30T15:41:22","guid":{"rendered":"http:\/\/xiongjusun.online\/?page_id=559"},"modified":"2025-03-12T14:23:40","modified_gmt":"2025-03-12T06:23:40","slug":"westward-journey","status":"publish","type":"page","link":"http:\/\/xiongjusun.online\/index.php\/westward-journey\/","title":{"rendered":"Westward Journey"},"content":{"rendered":"\t\t
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Chinese psychic Theme<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Westward journey:
An RPG with AIGC<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Key words: video games, game design, AI, AI-generated narrative, user generated content (UGC)<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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An AIGC Narrative Game<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Abstract<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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This study delves into using AI in the narrative design of a 2D RPG centered on fortune-telling. The game stands out for departing from traditional narrative methods, employing AI to craft evolving storylines based on player choices. This integration offers an immersive and exploratory experience, granting players greater autonomy in shaping the game’s outcome. However, ethical concerns arise regarding the influence on player behavior and decision-making. The research explores a design approach for implementing AI-generated content in video games through practice-based research.<\/span><\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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AIGC<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Dialogue System (User Generated)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Video Showcase<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Research Topics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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01<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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game Narrative<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Historically-based fictional narratives in video games<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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02<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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AI generated Content<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Explore a Design Approach of AI-generated Content for Video Games<\/span>
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Inspirations<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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User Interface<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Game Flow<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Step 01:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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You are a psychic! Engage with your client to discover their stories and needs.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Step 02: <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Choose a proper tool to divine their future.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Step 03:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Analyze the results with your instruction.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Step 04:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Craft a reply for your client.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Finally, await the outcome in the next few \"days\"!<\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Your client will write a mail back (AI generated based on your suggestion) to tell you where the story goes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Technical foundation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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How It Work?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Use Open AI\u2019s application programming interface (API)<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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1. Send Message to Open AI
(through API)<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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AI writes based on the prompt<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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2. AI generates the content according to the prompt!<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Vertical Slices<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Note: The Vertical Slice<\/strong> is a complete cross-section of the final game and its purpose is to convince stakeholders, such as publishers and investors, to continue funding the game’s development.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\r\n \r\n <\/i><\/span>\r\n <\/i><\/span>\r\n <\/span>\r\n VS1.1: Proof of Concept Gameplay (POCG) with Twine<\/a>\r\n <\/div>\r\n
\u00a0<\/strong><\/div><\/div>
\"\"<\/strong><\/div>
\u00a0<\/div>
Prototype in Twine<\/strong><\/div>
\u00a0<\/div>
Firstly, I used Twine, a tool that supports scripting language and creates visual novels through node-based connections to dynamically showcase different story scenes. In game development, POCG is often done through paper prototypes, but since I’m creating a text-based RPG, Twine is a suitable tool for prototyping and iteration.<\/div>
\"\"<\/div>
\u00a0<\/div>
Scripts Sample<\/strong><\/div>
\"\"\"\"<\/div>
\u00a0<\/div><\/div><\/div>\r\n <\/div>\r\n\r\n
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\r\n \r\n <\/i><\/span>\r\n <\/i><\/span>\r\n <\/span>\r\n VS1.2: Proof of Concept Tecahnology (POCT) with Chat gpt<\/a>\r\n <\/div>\r\n
\"\"<\/div>
\u00a0<\/div>
The Challenge of the Game\uff01<\/strong><\/div>
\u00a0<\/div>
The biggest challenge in games comes from the unknown outcome. The outcome of divination should never be predetermined by the designer, so we introduced Open AI<\/strong> to continue the story, with unexpected endings from time to time!<\/div>
\u00a0<\/div>
\u00a0<\/div>
AI Writes the Story Ending\uff1a\u00a0<\/strong><\/div>
\u00a0<\/div>
  1. Prompt Framework (The Message Sent to Chat gpt)<\/strong><\/div><\/li><\/ol>
    “Write a mail back to the psychic with an unexpected \u2460extremely bad ending<\/span> to the following story in realism \u2461in the perspective of Mila<\/span> (7-year-old little girl): \u2462Mila is a little girl who one day can’t find her favourite doll. The doll was left to her by her brother, who died in the war, and was actually washed by her mother and hung up on the balcony to dry<\/u>. She searched everywhere but to no avail, and finally undertook a divination. \u2463The divination suggested that she could go to the nearby river to look for it.<\/span> What would be the outcome for her?”<\/div><\/blockquote>
    \u00a0<\/div>
    \u2460extremely bad ending: a good\/bad ending will be influenced by the player’s behaviour.<\/div>
    \u2461in the perspective of Mila: the perspective of NPCs.<\/div>
    \u2462Mila is……: background of NPCs.<\/div>
    \u2463The divination suggested……: The content will be the text that the player typed in the chat box after the mini game.<\/div>
    \u00a0<\/div>
    1. Send to Chat gpt<\/strong><\/div><\/li><\/ol>
      Through the API, Unity could send this message to Chat gpt and get the reply (specific scripts are on the next section).<\/div>
      \u00a0<\/div>
      1. Get reply and deliver to the player<\/strong><\/div><\/li><\/ol>
        Finally, Unity will receive a reply from Chat gpt!<\/div>
        <\/div>
        Text:<\/div>
        Dear Psychic,<\/div>
        \u00a0<\/div>
        Thank you for assisting Mila in finding her doll. According to the divination, she went to the nearby river to look for it, but unfortunately the outcome was not positive.<\/div>
        \u00a0<\/div>
        Mila arrived at the river and, despite searching for hours, never found her beloved doll. She was so disappointed that she decided to take a rest by the river bank and closed her eyes in sadness. Suddenly, she heard a loud thud. When she opened her eyes, she saw the water had suddenly risen and the riverbank was completely flooded. Soon enough, Mila realized what had happened – the doll, which had been washed by her mother and left on the balcony to dry, had blown away in the wind and ended up in the river. She had arrived too late.<\/div>
        \u00a0<\/div>
        Although Mila will never get her beloved doll back, I hope that with time and with your help, she will learn to cope with her loss and find peace.<\/div>
        \u00a0<\/div>
        Sincerely,<\/div>
        Mila’s mom<\/div><\/div><\/div><\/div>
        \u00a0<\/div>
        Use API to Implement Open AI (Chat gpt) in Unity<\/strong><\/div>
        \u00a0<\/div>
        These are the specific scripts that how I implement this function:<\/span><\/div>
                public void SendData(string question)\n    {\n        StartCoroutine (GetPostData (question,CallBack));\n    }\n    \n        private IEnumerator GetPostData(string _postWord,System.Action<string> _callback)\n        {\n                var request = new UnityWebRequest (m_ApiUrl, \"POST\");\n                PostData _postData = new PostData\n                        {\n                                model = m_PostDataSetting.model,\n                                prompt = _postWord,\n                                max_tokens = m_PostDataSetting.max_tokens,\n                                temperature=m_PostDataSetting.temperature,\n                                top_p=m_PostDataSetting.top_p,\n                                frequency_penalty=m_PostDataSetting.frequency_penalty,\n                                presence_penalty=m_PostDataSetting.presence_penalty,\n                                stop=m_PostDataSetting.stop\n                        };\n                string _jsonText = JsonUtility.ToJson (_postData);\n                byte[] data = System.Text.Encoding.UTF8.GetBytes (_jsonText);\n                request.uploadHandler = (UploadHandler)new UploadHandlerRaw (data);\n                request.downloadHandler = (DownloadHandler)new DownloadHandlerBuffer ();\n \n                request.SetRequestHeader (\"Content-Type\",\"application\/json\");\n                request.SetRequestHeader(\"Authorization\",string.Format(\"Bearer {0}\",m_OpenAI_Key));\n                yield return request.SendWebRequest ();\n                if (request.responseCode == 200) {\n                                string _msg = request.downloadHandler.text;\n                                TextCallback _textback = JsonUtility.FromJson<TextCallback> (_msg);\n                                if (_textback!=null && _textback.choices.Count > 0) {\n                                        _callback(_textback.choices [0].text);\n                                }\n                }\n        }\n}\n\n[System.Serializable]public class TextCallback{\n                public string id;\n                public string created;\n                public string model;\n                public List<TextSample> choices;\n                [System.Serializable]public class TextSample{\n                        public string text;\n                        public string index;\n                        public string finish_reason;\n                }\n        }<\/code><\/pre><\/div>
        <\/code><\/pre><\/div><\/div>
        <\/code><\/pre><\/div><\/div>
        <\/code><\/pre>
        <\/code><\/pre>
        Prompt Design<\/strong><\/div>
        \u00a0<\/div>
        Here are some factors that may help AI to write the content in an ideal direction:<\/div>
        <\/colgroup>
                
        Factors<\/div><\/th>
        Examples<\/div><\/th><\/tr><\/thead>
        Story background<\/div><\/td>
        “Mila is a little girl who one day can’t find her favourite doll. The doll was left to her by her brother, who died in the war, and was actually washed by her mother and hung up on the balcony to dry.”<\/div><\/td>
        \u201cRadoslav is a retired soldier. Although he wanted very much to return to the army, he was unable to return to combat because of his physical disability. He is currently working as a bodyguard for a private investigator, but he thinks his life is too meaningless.\u201d<\/div><\/td><\/tr>
        Narrative tone<\/div><\/td>
        From Mila’s perspective<\/div><\/td>
        From the perspective of Mila’s mom<\/div><\/td>
        From a journalist’s point of view<\/div><\/td><\/tr>
        Parameterization<\/div><\/td>
        Good ending<\/div><\/td>
        Bad ending<\/div><\/td>
        Realism<\/div><\/td>
        Fantasism<\/div><\/td>
        apathetic<\/div><\/td>
        emotional<\/div><\/td>
        unconventional<\/div><\/td><\/tr><\/tbody><\/table><\/div><\/div><\/div>\r\n        <\/div>\r\n\r\n              
        \r\n          
        \r\n                          \r\n                              <\/i><\/span>\r\n                <\/i><\/span>\r\n                            <\/span>\r\n                        VS1.3:  Basic Game Framework<\/a>\r\n          <\/div>\r\n          
        In this vertical slice, I have completed the basic framework of the program.<\/div>
        \u00a0<\/div>
        Scripts<\/strong><\/div>
        I will control the game framework through three scripts:<\/div>
        \u00a0<\/div><\/div>
        https:\/\/ytgnxzggqf.feishu.cn\/docx\/QxzrdFMjCo6dT2x2HuEcO8XdnUf#JcwOdS0K4oSuuyxWK1icLsAYn1b<\/a>\u00a0<\/div>
        \u00a0<\/div>
        Character Movement System<\/strong><\/div>
        \u00a0<\/div>
        Currently, role movement and collision detection have been implemented. Now players can freely manipulate the characters to explore the scene!<\/div>
        http:\/\/xiongjusun.online\/wp-content\/uploads\/2023\/11\/QQ\u5f55\u5c4f20230219203317-1.mp4<\/a><\/video><\/div><\/div>
        \u00a0<\/div>
        Collision Detection and Event Control<\/strong><\/div>
        \u00a0<\/div>
        After interacting with the NPC (the red block), the player can enter the door (the blue block) and trigger the “start divination” event.<\/div>