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LLM-Agents-Papers
:writing_hand: Description
Last Updated Time: 2025/7/12
A repo lists papers related to LLM based agent. Includes
- Survey
- Technique For Enhancement
- Planning
- Memory Mechanism
- Feedback&Reflection
- RAG
- Search
- Interaction
- Role Playing
- Conversation
- Game Playing
- Human-Agent Interaction
- Tool Usage
- Simulation
- Application
- Math
- Chemistry
- Biology
- Physics
- Geography
- Art
- Medicine
- Finance
- Software Engineering
- Research
- Automation
- Workflow
- Automatic Evaluation
- Training
- Fine tuning
- RL
- DPO
- Scaling
- Single-Agent Framework
- Multi-Agent System
- Stability
- Safety
- Bias
- Hallucination
- Infrastructure
- Benchmark&Evaluation
- Environment&Platform
- Dataset
- Others
:yellow_heart: Recommendation
For more comprehensive reading, we also recommend other paper lists:
- zjunlp/LLMAgentPapers: Must-read Papers on Large Language Model Agents.
- teacherpeterpan/self-correction-llm-papers: This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.
- Paitesanshi/LLM-Agent-Survey: A Survey on LLM-based Autonomous Agents.
- woooodyy/llm-agent-paper-list: Must-read papers for LLM-based agents.
- git-disl/awesome-LLM-game-agent-papers: Must-read papers for LLM-based Game agents.
:newspaper: Papers
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Our honest review
A repo lists papers related to LLM based agent. Best for anyone looking to make their AI assistant more capable in search & web. It's completely free and works across most major AI apps. This one just landed in the catalog — worth trying while it's fresh.
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What's New
Imported from GitHub
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