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sotopia-lab/sotopia

⭐ 331 Python added to this list on 2025-03-20 repository created 2023-10-23

Sotopia is an open-ended social learning environment designed to facilitate and evaluate social intelligence in language agents. It provides a scalable platform where multiple agents can interact with each other and the environment, enabling research and development in social intelligence for AI. The environment is highly extensible, allowing users to add new environments and agents easily, making it adaptable for various experimental setups and research needs. Sotopia was presented as a spotlight at ICLR 2024, highlighting its significance in the AI research community. The project includes a comprehensive setup process, recommending the use of virtual environments and Docker for dependency and service management, ensuring a smooth installation experience. It requires an OpenAI API key to operate, indicating integration with OpenAI's language models for agent interactions. Sotopia offers a demo server that can be run asynchronously, showcasing interactions between different GPT-4 based agents, which demonstrates its practical application and ease of use. Sotopia also provides extensive documentation and a development guide to assist contributors and users in extending the platform. The project is supported by a dataset available on Hugging Face and includes a demo accessible online, facilitating easy experimentation and evaluation. The environment supports interactive evaluation, making it a valuable tool for advancing research in social intelligence and multi-agent systems in natural language processing. Overall, Sotopia stands out as a robust, scalable, and extensible platform for social learning in AI, fostering advancements in language agent interactions and social intelligence evaluation.

https://github.com/sotopia-lab/sotopia

ai-researchdatasetdemoextensible-environmentgpt-4iclr-2024interactive-evaluationlanguage-agentslarge-language-modelsllm-agentmachine-learningmulti-agent-interactionnatural-language-processingopen-ended-environmentopenai-apireinforcement-learning-environmentsscalable-platformsocial-intelligencesocial-learning-environment

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