elder-plinius/CL4R1T4S
CL4R1T4S is a project that provides transparency by collecting and sharing the hidden system prompts and guidelines used by major AI models and agents to promote trust and understanding of AI behavior.
Awesome AI Agents › LLM Research Repositories
masamasa59/ai-agent-papers
The project 'AI Agents Papers' is a curated and regularly updated collection of academic and research papers focused on AI agents. AI agents are autonomous software entities that utilize advanced intelligence technologies such as large language models and reinforcement learning to interact with their environment and achieve specific goals. These agents gather and generate information through various means including external APIs, sensors, and code execution, enabling them to make context-aware decisions and select appropriate actions. They continuously improve their performance through self-learning and feedback mechanisms, reducing the need for human intervention while managing complex tasks. The project highlights the diverse cognitive functions AI agents can perform, such as dialogue, reasoning, and strategic planning, often supporting multimodal inputs and coordination with other agents. The repository is updated biweekly and categorizes papers into several key areas: inference time computing, tool integrated reasoning, self-improvement and self-evolution (including metrics, rewards, memory, skills, and reasoning models), multi-agent systems, and real-world applications of AI agents across various domains like research, data science, and software engineering. Each category features recent and relevant papers that explore cutting-edge developments such as reinforced learning, multi-agent collaboration, memory-augmented generation, and autonomous machine learning engineering. This collection serves as a valuable resource for researchers, practitioners, and enthusiasts interested in the latest advancements in AI agent technologies. It provides insights into theoretical foundations, practical implementations, and emerging trends, facilitating knowledge sharing and fostering innovation in the field of autonomous intelligent systems.
https://github.com/masamasa59/ai-agent-papers
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