SocialDeductionLLM
Training and inference code for "Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning"
Install / Use
/learn @SocialDeductionLLM/SocialDeductionLLMREADME
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning
Source code for the AAMAS 2025 paper "Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning"
We use python3.10, cuda12.6 on an NVIDIA A100-80GB for all experiments. Please install the packages from requirements.txt to match our dependencies.
To reproduce our models, cd into codebase and run scripts/script_trainall.sh.
To download pretrained models, please refer to this huggingface collection.
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