Stephen-SMJ / Reading-List-of-LLM-Based-Data-Science-AgentLinks
This is the reading list of Large Language Model-Based Data Science Agent
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- (ACL 2025 Main) Code for MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents https://www.arxiv.org/pdf/2503.019…☆198Updated 2 months ago
- 🔥🔥🔥 ICLR 2025 Oral. Automating Agentic Workflow Generation.☆377Updated last week
- Resources for our paper: "Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training"☆166Updated 2 months ago
- Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"☆139Updated last year
- Code and implementations for the paper "AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcemen…☆539Updated 3 months ago
- DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents☆522Updated last month
- ☆173Updated 2 months ago
- Demystifying Reinforcement Learning in Agentic Reasoning☆137Updated 2 months ago
- A Comprehensive Library for Memory of LLM-based Agents.☆95Updated 7 months ago
- Implementation for OAgents: An Empirical Study of Building Effective Agents☆298Updated 2 months ago
- SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning☆87Updated 3 weeks ago
- Data and Code for EMNLP 2025 Findings Paper "MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search"☆84Updated last month
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- The official implementation of "ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering"☆55Updated 6 months ago
- ☆226Updated 10 months ago
- Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL.☆510Updated 3 months ago
- DeepDive: Advancing Deep Search Agents with Knowledge Graphs and Multi-Turn RL☆218Updated 2 months ago
- [EMNLP 2025] Awesome RAG Reasoning Resources☆369Updated 5 months ago
- ☆250Updated 4 months ago
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆254Updated 7 months ago
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- ☆142Updated 7 months ago
- AutoCoA (Automatic generation of Chain-of-Action) is an agent model framework that enhances the multi-turn tool usage capability of reaso…☆130Updated 9 months ago
- Data Synthesis for Deep Research Based on Semi-Structured Data☆190Updated 2 weeks ago
- [ACL 2025] Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems☆116Updated 6 months ago
- [NeurIPS'25] Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning☆103Updated this week
- Meta Agents Research Environments is a comprehensive platform designed to evaluate AI agents in dynamic, realistic scenarios. Unlike stat…☆407Updated last month
- Official Implementation of "Reasoning Language Models: A Blueprint"☆94Updated 4 months ago
- A-MEM: Agentic Memory for LLM Agents☆204Updated last month
- An Open-Source Large-Scale Reinforcement Learning Project for Search Agents☆521Updated last month