Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"
☆207Apr 17, 2025Updated last year
Alternatives and similar repositories for ArCHer
Users that are interested in ArCHer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆116Jul 2, 2024Updated 2 years ago
- Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF☆25Oct 8, 2024Updated last year
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆166Oct 30, 2024Updated last year
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆149Nov 26, 2024Updated last year
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆271May 5, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆36May 24, 2025Updated last year
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆191May 25, 2025Updated last year
- Code for Paper: Training Software Engineering Agents and Verifiers with SWE-Gym [ICML 2025]☆700Jul 29, 2025Updated 11 months ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆707Jan 20, 2025Updated last year
- Official repo for paper DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning.☆393Feb 22, 2025Updated last year
- ☆121Apr 8, 2025Updated last year
- Official Repo for Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning☆412Dec 15, 2024Updated last year
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,734Apr 14, 2026Updated 2 months ago
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆30Aug 9, 2025Updated 11 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Source code for our paper: "LoGU: Long-form Generation with Uncertainty Expressions".☆19May 27, 2025Updated last year
- Scalable RL solution for advanced reasoning of language models☆1,864Mar 18, 2025Updated last year
- Recipes to train reward model for RLHF.☆1,534Apr 24, 2025Updated last year
- Repo of paper "Free Process Rewards without Process Labels"☆172Mar 14, 2025Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆68Oct 18, 2024Updated last year
- ☆70Mar 6, 2025Updated last year
- Repository for the paper Stream of Search: Learning to Search in Language☆154Feb 3, 2025Updated last year
- Code and implementations for the ACL 2025 paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhi…☆809May 30, 2026Updated last month
- ☆322Sep 18, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆101Nov 8, 2025Updated 8 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆202Dec 16, 2023Updated 2 years ago
- Langchain Agent finetuning using 7B - LLAMA 2 , on hotpotQA (Retroformer framework)☆16Sep 5, 2023Updated 2 years ago
- ☆336May 31, 2025Updated last year
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,756Updated this week
- Code for the paper 🌳 Tree Search for Language Model Agents☆223Jul 25, 2024Updated last year
- Natural Language Reinforcement Learning☆101Jul 30, 2025Updated 11 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆86May 21, 2025Updated last year
- RewardBench: the first evaluation tool for reward models.☆725Feb 16, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [NeurIPS 2022] 🛒WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents☆565Sep 6, 2024Updated last year
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆423May 20, 2024Updated 2 years ago
- Training VLM agents with multi-turn reinforcement learning☆481May 11, 2026Updated last month
- SkyRL: A Modular Full-stack RL Library for LLMs☆2,059Updated this week
- Building Open LLM Web Agents with Self-Evolving Online Curriculum RL☆534Jun 6, 2025Updated last year
- Sotopia-RL: Reward Design for Social Intelligence☆52Apr 1, 2026Updated 3 months ago
- Code repo for "WebArena: A Realistic Web Environment for Building Autonomous Agents"☆1,530Nov 26, 2025Updated 7 months ago