zhao-ht / LearnActLinks
Code for paper Empowering Large Language Model Agents through Action Learning
☆32Updated last year
Alternatives and similar repositories for LearnAct
Users that are interested in LearnAct are comparing it to the libraries listed below
Sorting:
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆151Updated 11 months ago
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆121Updated 6 months ago
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆146Updated 11 months ago
- Natural Language Reinforcement Learning☆98Updated 2 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆108Updated 3 months ago
- Reasoning with Language Model is Planning with World Model☆175Updated 2 years ago
- [NeurIPS 2024] Agent Planning with World Knowledge Model☆151Updated 10 months ago
- augmented LLM with self reflection☆132Updated last year
- Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)☆78Updated last year
- ☆116Updated 9 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- ☆25Updated 7 months ago
- Official Implementation of "DeLLMa: Decision Making Under Uncertainty with Large Language Models"☆64Updated last year
- ☆49Updated 5 months ago
- ☆122Updated last year
- code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning☆42Updated last year
- The official implementation of Self-Exploring Language Models (SELM)☆64Updated last year
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆85Updated 5 months ago
- ☆41Updated 11 months ago
- "Improving Mathematical Reasoning with Process Supervision" by OPENAI☆111Updated last week
- PreAct: Prediction Enhances Agent's Planning Ability (Coling2025)☆29Updated 10 months ago
- ☆63Updated 7 months ago
- ☆50Updated 8 months ago
- ☆144Updated last year
- [TMLR'25] "Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents"☆88Updated 3 weeks ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆112Updated last year
- ☆130Updated last year
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆196Updated 6 months ago
- SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. …☆142Updated last year
- The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Pla…☆103Updated last year