zhao-ht / LearnAct
Code for paper Empowering Large Language Model Agents through Action Learning
☆29Updated 9 months ago
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)☆139Updated 6 months ago
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆107Updated last month
- Natural Language Reinforcement Learning☆87Updated 4 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Problem Solving with Minimal Examples☆85Updated last month
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆135Updated 5 months ago
- ☆93Updated 10 months ago
- Reasoning with Language Model is Planning with World Model☆163Updated last year
- "Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents"☆73Updated last month
- Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)☆64Updated last year
- ☆110Updated 3 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆81Updated last month
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated 6 months ago
- ☆142Updated last year
- [ICLR 2024] Trajectory-as-Exemplar Prompting with Memory for Computer Control☆56Updated 4 months ago
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆49Updated last year
- ☆58Updated 2 months ago
- ☆45Updated 3 months ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆105Updated last year
- "Improving Mathematical Reasoning with Process Supervision" by OPENAI☆108Updated last week
- Paper collections of methods that using language to interact with environment, including interact with real world, simulated world or WWW…☆127Updated last year
- ☆30Updated 6 months ago
- The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Pla…☆94Updated 9 months ago
- augmented LLM with self reflection☆121Updated last year
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆169Updated last month
- Official Implementation of UA^{2}-Agent and other baseline algorithms of "Towards Unified Alignment Between Agents, Humans, and Environme…☆17Updated 6 months ago
- Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"☆97Updated 7 months ago
- ☆30Updated 2 months ago
- Discriminator-Guided Chain-of-Thought Reasoning☆47Updated 7 months ago
- The official implementation of Self-Exploring Language Models (SELM)☆64Updated 11 months ago