Alternatives and similar repositories for simulated-trial-and-error

Users that are interested in simulated-trial-and-error are comparing it to the libraries listed below

• Berkeley-NLP / Agent-Eval-Refine
  Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]
  ☆147Updated last year
• GAIR-NLP / ReAlign
  Reformatted Alignment
  ☆113Updated last year
• zjunlp / AutoAct
  [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
  ☆231Updated 10 months ago
• xlang-ai / Spider2-V
  [NeurIPS 2024] Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
  ☆135Updated last year
• salesforce / BOLAA
  ☆185Updated 10 months ago
• microsoft / Everything-of-Thoughts-XoT
  An implemtation of Everyting of Thoughts (XoT).
  ☆155Updated last year
• wang-research-lab / agentinstruct
  Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"
  ☆117Updated last month
• anchen1011 / FireAct
  FireAct: Toward Language Agent Fine-tuning
  ☆286Updated 2 years ago
• OpenBMB / Eurus
  ☆320Updated last year
• diagram-of-thought / diagram-of-thought
  Official implementation of paper "On the Diagram of Thought" (https://arxiv.org/abs/2409.10038)
  ☆188Updated 3 months ago
• lifan-yuan / CRAFT
  Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"
  ☆60Updated last year
• SALT-NLP / demonstrated-feedback
  ☆129Updated last year
• dwzhu-pku / LongEmbed
  LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)
  ☆145Updated last year
• Ber666 / ToolkenGPT
  ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)
  ☆264Updated last year
• Ag2S1 / Sibyl-System
  ☆126Updated last year
• sambanova / toolbench
  ToolBench, an evaluation suite for LLM tool manipulation capabilities.
  ☆165Updated last year
• allenai / WildBench
  Benchmarking LLMs with Challenging Tasks from Real Users
  ☆246Updated last year
• SqueezeAILab / LLM2LLM
  [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement
  ☆191Updated last year
• Re-Align / URIAL
  ☆313Updated last year
• satori-reasoning / Satori
  [ICML 2025] Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
  ☆109Updated 6 months ago
• kohjingyu / search-agents
  Code for the paper 🌳 Tree Search for Language Model Agents
  ☆216Updated last year
• rxlqn / awesome-llm-self-reflection
  augmented LLM with self reflection
  ☆135Updated 2 years ago
• HowieHwong / MetaTool
  [ICLR 2024] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
  ☆100Updated last year
• GAIR-NLP / ProX
  [ICML 2025] Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale
  ☆263Updated 5 months ago
• TIGER-AI-Lab / MAmmoTH2
  Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]
  ☆149Updated last year
• Open-Source-O1 / o1_Reasoning_Patterns_Study
  ☆105Updated last year
• siyuyuan / evoagent
  Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"
  ☆136Updated last year
• THUDM / T1
  RL Scaling and Test-Time Scaling (ICML'25)
  ☆112Updated 10 months ago
• hkust-nlp / AgentBoard
  An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]
  ☆368Updated last year
• Anni-Zou / Meta-CoT
  Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models
  ☆99Updated 2 years ago