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GitHub data synced: Dec 24, 2024 • Sentiment updated: Mar 17, 2026
Community Buzz: This project is a comprehensive collection of papers on autonomous agents, covering topics like artificial intelligence, machine learning, and natural language processing. It's a valuable resource for researchers and developers in the field.
This repository is valuable because it provides a comprehensive collection of papers on autonomous agents, covering topics such as RL-based and LLM-based agents, multimodal agents, and continual learning. The collection is actively maintained, with new papers added regularly, making it a unique resource for researchers and developers in the field. The repository's focus on specific topics, such as instruction following and language as knowledge, makes it a valuable resource for those looking to build autonomous agents with specific capabilities. Additionally, the collection's emphasis on recent papers makes it an ideal resource for those looking to stay up-to-date with the latest developments in the field.
Build an autonomous agent that navigates a 3D world — This repository provides a comprehensive collection of papers on RL-based and LLM-based agents, enabling the development of such agents., Build a research agent that reads and summarizes 50 papers — The papers in this collection provide a foundation for building agents that can read, understand, and summarize large amounts of text., Build a multimodal agent that combines language and vision — The papers on multimodal agents in this collection provide a starting point for building agents that can process and generate multiple forms of data., Build a continual learning agent that adapts to new tasks — The papers on continual learning in this collection provide a foundation for building agents that can learn from experience and adapt to new tasks., Build a large language model-based autonomous agent — This repository provides a collection of papers on LLM-based agents, enabling the development of such agents.
A collection of recent papers on building autonomous agent. Two topics included: RL-based / LLM-based agents.
Category: research
Tags: agent, artificial-intelligence, autonomous-agent, awesome-paper-collection, large-language-models, machine-learning, natural-language-processing, reinforcement-learning
This project is relevant to the growing field of autonomous agents, which is expected to play a significant role in shaping the future of artificial intelligence and robotics.