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| The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery | Aug 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 11 |
| AgentRxiv: Towards Collaborative Autonomous Research | Mar 23, 2025 | Mathscientific discovery | CodeCode Available | 9 |
| Agent Laboratory: Using LLM Agents as Research Assistants | Jan 8, 2025 | scientific discovery | CodeCode Available | 9 |
| AI-Researcher: Autonomous Scientific Innovation | May 24, 2025 | scientific discovery | CodeCode Available | 7 |
| The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search | Apr 10, 2025 | scientific discovery | CodeCode Available | 7 |
| O1 Replication Journey: A Strategic Progress Report -- Part 1 | Oct 8, 2024 | Mathscientific discovery | CodeCode Available | 7 |
| SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning | Sep 9, 2024 | AI AgentKnowledge Graphs | CodeCode Available | 5 |
| LLM4AD: A Platform for Algorithm Design with Large Language Model | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Improving Parallel Program Performance with LLM Optimizers via Agent-System Interfaces | Oct 21, 2024 | Code Generationscientific discovery | CodeCode Available | 4 |
