LLM-Game-Agent

KO | EN

gitlite — search

#python #typescript #llm #android #machine-learning #linux #docker #nodejs #java #windows #awesome-list #vue #pytorch #open-source

(★ 24)

No description available.

LLM-Game-Agent Latest Version Download

Download Latest Version (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# LLM-Game-Agent
Code for our EMNLP 2024 paper: [LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay](https://arxiv.org/abs/2310.14985)

![Agent Framework](https://raw.githubusercontent.com/3DAgentWorld/LLM-Game-Agent/main/avalon-agent-framework_v6.png)

# Environment
```shell
pip install -r requirements.txt
```

# Run Avalon
Battle with Baseline in different camps

Good Side
```shell
python run_avalon_battle.py --exp_name battle --camp good --game_count 10 --start_game_idx 0 
```

Evil Side
```shell
python run_avalon_battle.py --exp_name battle --camp evil --game_count 10 --start_game_idx 0 
```

# Cite
If you find our paper useful for your research and applications, please kindly cite using this BibTeX:
```latex
@misc{lan2023llmbased,
      title={LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay}, 
      author={Yihuai Lan and Zhiqiang Hu and Lei Wang and Yang Wang and Deheng Ye and Peilin Zhao and Ee-Peng Lim and Hui Xiong and Hao Wang},
      year={2023},
      eprint={2310.14985},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
```

LLM-Game-Agent

LLM-Game-Agent Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

LLM-Game-Agent

LLM-Game-Agent Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Download README