Tracking AGI systems. Closes #36 (superseded)

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Enrico Ros
2023-04-11 22:51:00 -07:00
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# 🤖 Awesome AGI: A Curated List of Artificial General Intelligence Systems and Techniques
A collection of cutting-edge AGI systems and techniques, designed to help this app developers,
and enthusiasts stay up-to-date with the latest advancements in the field of Artificial General Intelligence.
If you're thinking of implementing any of the techniques in this app, please
coordinate with @enricoros and @fredliubojin.
---
#### Reasoning systems
| System | Date | Comments | Information |
|:-----------|------------|---------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| ..tba.. | 2023-04- | | |
| AutoGPT | 2023-04-03 | objective-driven: Execution VM, with Agents | github.com/[Torantulino/Auto-GPT]https://github.com/Torantulino/Auto-GPT |
| BabyAGI | 2023-04-02 | objective-driven: Task expander loop | github.com/[yoheinakajima/babyagi](https://github.com/yoheinakajima/babyagi) |
| HuggingGPT | 2023-03-30 | Model calls specialized models for input | [[PDF](https://arxiv.org/pdf/2303.17580)] [Solving AI Tasks with ChatGPT and its Friends in HuggingFace](https://arxiv.org/abs/2303.17580) |
| Reflexion | 2023-03-20 | | [[PDF](https://arxiv.org/pdf/2303.11366)] [Reflexion: an autonomous agent with dynamic memory and self-reflection](https://arxiv.org/abs/2303.11366) |
| DEPS | 2023-02-03 | | [[PDF](https://arxiv.org/pdf/2302.01560)] [Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents](https://arxiv.org/abs/2302.01560) |
| ReAct | 2022-10-06 | | [[PDF](https://arxiv.org/pdf/2210.03629)] [ReAct: Synergizing Reasoning and Acting in Language Models](https://arxiv.org/abs/2210.03629) |
#### Other interesting reads
| What | Link |
|:-------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Task-driven Autonomous Agent (Yohei) | [Task-driven Autonomous Agent Utilizing GPT-4, Pinecone, and LangChain](https://yoheinakajima.com/task-driven-autonomous-agent-utilizing-gpt-4-pinecone-and-langchain-for-diverse-applications/) [Tweet](https://twitter.com/yoheinakajima/status/1640934493489070080?t=TnCAUC_1ypEnxVKAARyIRQ&s=19) |
| Early experiments with GPT-4 | [Sparks of Artificial General Intelligence](https://arxiv.org/abs/2303.12712) |
##### Please Edit!
We welcome contributions to this Awesome AGI list! If you know of any AGI systems, techniques, or resources
that should be included, please submit a pull request and we'll merge it right away.