MASWorks / ML-AgentLinks
The official implementation of "ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering"
☆40Updated 3 weeks ago
Alternatives and similar repositories for ML-Agent
Users that are interested in ML-Agent are comparing it to the libraries listed below
Sorting:
- ☆142Updated 2 months ago
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆79Updated last month
- Open Source Implementation of Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evo…☆62Updated last week
- Official repository for RAG-Gym☆106Updated 4 months ago
- ☆241Updated last month
- ☆274Updated last month
- MPO: Boosting LLM Agents with Meta Plan Optimization☆63Updated 4 months ago
- ☆155Updated 2 months ago
- AutoCoA (Automatic generation of Chain-of-Action) is an agent model framework that enhances the multi-turn tool usage capability of reaso…☆121Updated 4 months ago
- Awesome Agent Training☆188Updated last week
- An Awesome List of Reinforcement Learning-based Large Language Agent Works. Collect directly from official code base.☆219Updated last week
- 🔥🔥🔥 ICLR 2025 Oral. Automating Agentic Workflow Generation.☆168Updated this week
- ☆210Updated last week
- Scaling Deep Research via Reinforcement Learning in Real-world Environments.☆514Updated 3 months ago
- This is a survey of research on AI scientists, AI researchers, AI engineers, and a series of AI-driven research studies☆77Updated 2 months ago
- Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning☆201Updated last week
- This is the reading list for the survey "A Survey on the Optimization of LLM-based Agents ". We will keep adding papers and improving the…☆123Updated last week
- Test-time preferenece optimization (ICML 2025).☆147Updated 2 months ago
- [ACL'25] We propose a novel fine-tuning method, Separate Memory and Reasoning, which combines prompt tuning with LoRA.☆67Updated last month
- IKEA: Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent☆60Updated 2 months ago
- Official implementation of MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems☆43Updated 3 weeks ago
- Resources for our paper: "Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training"☆150Updated last month
- ☆147Updated 5 months ago
- Official implementation for "ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization"☆79Updated last month
- ☆57Updated 2 weeks ago
- ☆64Updated last month
- [ICLR 2025] Benchmarking Agentic Workflow Generation☆106Updated 4 months ago
- [ICML'25 Oral] Multi-agent Architecture Search via Agentic Supernet☆130Updated last month
- Awesome Deep Research list☆238Updated 3 weeks ago
- Official implementation of X-Master, a general-purpose tool-augmented reasoning agent.☆155Updated last week