Alternatives and similar repositories for LearnAct:

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

• 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 11 months ago
• Yu-Fangxu / FoR
  Flow of Reasoning: Training LLMs for Divergent Problem Solving with Minimal Examples
  ☆73Updated last month
• Yifan-Song793 / ETO
  Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)
  ☆116Updated 3 months ago
• sotopia-lab / sotopia-pi
  Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)
  ☆57Updated 9 months ago
• Berkeley-NLP / Agent-Eval-Refine
  Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]
  ☆125Updated 2 months ago
• abdulhaim / LMRL-Gym
  ☆79Updated 7 months ago
• Fu-Dayuan / PreAct
  PreAct: Prediction Enhances Agent's Planning Ability (Coling2025)
  ☆25Updated 2 months ago
• holarissun / Prompt-OIRL
  code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning
  ☆36Updated 11 months ago
• mukhal / grace
  [EMNLP 2023, Findings] GRACE: Discriminator-Guided Chain-of-Thought Reasoning
  ☆47Updated 4 months ago
• GuanSuns / LLMs-World-Models-for-Planning
  The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Pla…
  ☆83Updated 6 months ago
• haotiansun14 / AdaPlanner
  AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback
  ☆102Updated last year
• microsoft / SmartPlay
  SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. …
  ☆131Updated 10 months ago
• OSU-NLP-Group / WebDreamer
  ☆53Updated 2 months ago
• RLHFlow / Directional-Preference-Alignment
  Directional Preference Alignment
  ☆56Updated 4 months ago
• shenao-zhang / SELM
  The official implementation of Self-Exploring Language Models (SELM)
  ☆61Updated 8 months ago
• NingMiao / SelfCheck
  Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>
  ☆48Updated last year
• Timothyxxx / EnvInteractiveLMPapers
  Paper collections of methods that using language to interact with environment, including interact with real world, simulated world or WWW…
  ☆125Updated last year
• rxlqn / awesome-llm-self-reflection
  augmented LLM with self reflection
  ☆112Updated last year
• Edward-Sun / easy-to-hard
  Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
  ☆115Updated 5 months ago
• chenhongqiao / ToolDec
  Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding
  ☆27Updated last year
• YifeiZhou02 / ArCHer
  Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"
  ☆132Updated 10 months ago
• hkust-nlp / B-STaR
  B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
  ☆72Updated last month
• ack-sec / toyberry
  Toy implementation of Strawberry
  ☆30Updated 4 months ago
• WindyLee0822 / Process_Q_Model
  official implementation of paper "Process Reward Model with Q-value Rankings"
  ☆48Updated 2 weeks ago
• allenai / easy-to-hard-generalization
  Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"
  ☆46Updated last year
• genrm-star / genrm-critiques
  GenRM-CoT: Data release for verification rationales
  ☆47Updated 4 months ago
• ucl-dark / llm_debate
  Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"
  ☆100Updated 11 months ago
• agentification / RAFA_code
  ☆141Updated 9 months ago
• starrYYxuan / LeCo
  This the implementation of LeCo
  ☆30Updated last month
• WeiXiongUST / Building-Math-Agents-with-Multi-Turn-Iterative-Preference-Learning
  This is an official implementation of the paper ``Building Math Agents with Multi-Turn Iterative Preference Learning'' with multi-turn DP…
  ☆20Updated 2 months ago