Alternatives and similar repositories for LLM-Agent-Optimization

Users that are interested in LLM-Agent-Optimization are comparing it to the libraries listed below

• bruno686 / Awesome-Agent-Training
  Awesome Agent Training
  ☆131Updated this week
• qiancheng0 / ToolRL
  ☆193Updated last week
• bytarnish / AGILE
  ☆140Updated 4 months ago
• yanweiyue / masrouter
  ☆59Updated last week
• ADaM-BJTU / AutoCoA
  AutoCoA (Automatic generation of Chain-of-Action) is an agent model framework that enhances the multi-turn tool usage capability of reaso…
  ☆111Updated 2 months ago
• 0russwest0 / Awesome-Agent-RL
  ☆208Updated last week
• GAIR-NLP / DeepResearcher
  Scaling Deep Research via Reinforcement Learning in Real-world Environments.
  ☆409Updated last month
• zjunlp / WorfBench
  [ICLR 2025] Benchmarking Agentic Workflow Generation
  ☆94Updated 3 months ago
• Wangmerlyn / MCTS-GSM8k-Demo
  This is a repo for showcasing using MCTS with LLMs to solve gsm8k problems
  ☆82Updated 2 months ago
• ADaM-BJTU / OpenRFT
  OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning
  ☆141Updated 5 months ago
• GAIR-NLP / ToRL
  ☆198Updated last week
• WeiminXiong / MPO
  MPO: Boosting LLM Agents with Meta Plan Optimization
  ☆56Updated 2 months ago
• dongguanting / Tool-Star
  The official code of paper “Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning”
  ☆99Updated this week
• LightChen233 / Awesome-Long-Chain-of-Thought-Reasoning
  Latest Advances on Long Chain-of-Thought Reasoning
  ☆343Updated this week
• 0russwest0 / Agent-R1
  Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning
  ☆518Updated last week
• GAIR-NLP / cognition-engineering
  Generative AI Act II: Test Time Scaling Drives Cognition Engineering
  ☆183Updated last month
• chunhuizhang / llm_rl
  llm & rl
  ☆134Updated last week
• RyanLiu112 / GenPRM
  Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".
  ☆73Updated last month
• Open-Source-O1 / o1_Reasoning_Patterns_Study
  ☆102Updated 5 months ago
• CJReinforce / PURE
  Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"
  ☆120Updated this week
• zjunlp / AutoAct
  [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
  ☆226Updated 4 months ago
• LightChen233 / reasoning-boundary
  ☆60Updated 2 weeks ago
• cs-holder / Reasoning-Self-Evolution-Survey
  ☆42Updated 2 months ago
• ReTool-RL / ReTool
  ☆104Updated last month
• jiangxinke / Agentic-RAG-R1
  Agentic RAG R1 Framework via Reinforcement Learning
  ☆187Updated last week
• Reason-Wang / ToolGen
  [ICLR 2025] The official implementation of paper "ToolGen: Unified Tool Retrieval and Calling via Generation"
  ☆142Updated 2 months ago
• hzy312 / knowledge-r1
  IKEA: Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent
  ☆57Updated 3 weeks ago
• nuster1128 / LLM_Agent_Memory_Survey
  ☆237Updated last year
• ResearAI / Awesome-AI-Scientist
  This is a survey of research on AI scientists, AI researchers, AI engineers, and a series of AI-driven research studies
  ☆64Updated 2 weeks ago
• NumberChiffre / mcts-llm
  ☆94Updated 5 months ago