Alternatives and similar repositories for LearnAct

Users that are interested in LearnAct are comparing it to the libraries listed below

• Yifan-Song793 / ETO
  Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)
  ☆159Updated last year
• Berkeley-NLP / Agent-Eval-Refine
  Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]
  ☆147Updated last year
• Ber666 / RAP
  Reasoning with Language Model is Planning with World Model
  ☆180Updated 2 years ago
• haotiansun14 / AdaPlanner
  AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback
  ☆122Updated 8 months ago
• waterhorse1 / Natural-language-RL
  Natural Language Reinforcement Learning
  ☆100Updated 4 months ago
• zjunlp / WKM
  [NeurIPS 2024] Agent Planning with World Knowledge Model
  ☆157Updated 11 months ago
• microsoft / SmartPlay
  SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. …
  ☆144Updated last year
• Yu-Fangxu / FoR
  [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples
  ☆112Updated 4 months ago
• amazon-science / PAE
  ☆65Updated 9 months ago
• OSU-NLP-Group / llm-planning-eval
  [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"
  ☆54Updated last year
• sotopia-lab / sotopia-pi
  Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)
  ☆79Updated last year
• agentification / RAFA_code
  ☆144Updated last year
• DeLLMa / DeLLMa
  Official Implementation of "DeLLMa: Decision Making Under Uncertainty with Large Language Models"
  ☆66Updated last year
• Fu-Dayuan / PreAct
  PreAct: Prediction Enhances Agent's Planning Ability (Coling2025)
  ☆30Updated 11 months ago
• microsoft / simulated-trial-and-error
  ☆122Updated last year
• YifeiZhou02 / ArCHer
  Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"
  ☆198Updated 7 months ago
• siyuyuan / evoagent
  Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"
  ☆136Updated last year
• sanjibanc / agent_prm
  ☆49Updated 9 months ago
• OSU-NLP-Group / WebDreamer
  [TMLR'25] "Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents"
  ☆93Updated 2 months ago
• jwhj / OREO
  ☆117Updated 10 months ago
• LeapLabTHU / ExpeL
  ☆187Updated 11 months ago
• jonathanmli / Avalon-LLM
  This repository contains a LLM benchmark for the social deduction game `Resistance Avalon'
  ☆130Updated 6 months ago
• Agent-E3 / ExACT
  ☆28Updated 9 months ago
• WindyLee0822 / Process_Q_Model
  official implementation of paper "Process Reward Model with Q-value Rankings"
  ☆65Updated 10 months ago
• WooooDyy / LLM-Reverse-Curriculum-RL
  Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…
  ☆113Updated last year
• jwliao-ai / MARFT
  ☆72Updated last month
• lifan-yuan / CRAFT
  Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"
  ☆60Updated last year
• thunlp / Optima
  Code for paper "Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System"
  ☆67Updated last year
• allenai / ScienceWorld
  ScienceWorld is a text-based virtual environment centered around accomplishing tasks from the standardized elementary science curriculum.
  ☆312Updated last week
• holarissun / Prompt-OIRL
  code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning
  ☆42Updated last year