Detektivní počítačová hra používající velké jazykové modely
| Thesis title in Czech: | Detektivní počítačová hra používající velké jazykové modely |
|---|---|
| Thesis title in English: | A detective computer game utilizing large language models |
| Key words: | velké jazykové modely|unreal engine 5 |
| English key words: | large language models|unreal engine 5 |
| Academic year of topic announcement: | 2024/2025 |
| Thesis type: | diploma thesis |
| Thesis language: | |
| Department: | Department of Software and Computer Science Education (32-KSVI) |
| Supervisor: | Mgr. Vojtěch Černý |
| Author: | hidden - assigned and confirmed by the Study Dept. |
| Date of registration: | 19.11.2024 |
| Date of assignment: | 26.11.2024 |
| Confirmed by Study dept. on: | 15.04.2025 |
| Guidelines |
| The objective of this master's thesis is to explore the integration of large language models (LLMs) to Unreal Engine 5 to create believable, human-like AI interactions. This aims to understand how LLMs can influence video games through realistic dialogues, immersive narratives, and emergent conversations. To achieve this goal, a simple detective game will be developed featuring AI agents capable of interacting with each other, behaving believably, perceiving their environment, and retaining memory to enhance user interactions. |
| References |
| Generative Agents: Interactive Simulacra of Human Behavior, Joon Sung Park and Joseph C. O'Brien and Carrie J. Cai and Meredith Ringel Morris and Percy Liang and Michael S. Bernstein, https://arxiv.org/abs/2304.03442
A Trainable Agent for Role-Playing, Yunfan Shao and Linyang Li and Junqi Dai and Xipeng Qiu, https://arxiv.org/abs/2310.10158 Study on using language models in storytelling games, Jiří Macháček, http://hdl.handle.net/10467/114665 P. Taveekitworachai, K. Plupattanakit and R. Thawonmas, "Assessing Inherent Biases Following Prompt Compression of Large Language Models for Game Story Generation," 2024 IEEE Conference on Games (CoG), https://ieeexplore.ieee.org/document/10645609 Yang, Daijin & Kleinman, Erica & Harteveld, Casper. (2024). GPT for Games: An Updated Scoping Review (2020-2024), https://www.researchgate.net/publication/385510765_GPT_for_Games_An_Updated_Scoping_Review_2020-2024 |