A Framework for LLM-based Multi-Agent Reinforced Training and Inference
☆483Apr 14, 2026Updated last week
Alternatives and similar repositories for MARTI
Users that are interested in MARTI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FROM $f(x)$ AND $g(x)$ TO $f(g(x))$: LLMs Learn New Skills in RL by Composing Old Ones☆65Jan 26, 2026Updated 2 months ago
- verl-agent is an extension of veRL, designed for training LLM/VLM agents via RL. verl-agent is also the official code for paper "Group-in…☆1,798Feb 27, 2026Updated last month
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,426Nov 9, 2025Updated 5 months ago
- ☆80Nov 6, 2025Updated 5 months ago
- A comprehensive framework for benchmarking single and multi-agent systems across a wide range of tasks—evaluating performance, accuracy, …☆38Nov 11, 2025Updated 5 months ago
- 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.
- [ICLR 2026] SR-Scientist: Scientific Equation Discovery With Agentic AI☆38Jan 27, 2026Updated 2 months ago
- Scalable RL solution for advanced reasoning of language models☆1,845Mar 18, 2025Updated last year
- SCoRe: Training Language Models to Self-Correct via Reinforcement Learning☆16Jan 24, 2025Updated last year
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,051Updated this week
- A version of verl to support diverse tool use☆949Mar 2, 2026Updated last month
- Github repository for "Internalizing World Models via Self-Play Finetuning for Agentic RL"☆34Nov 1, 2025Updated 5 months ago
- Awesome List for Agentic RL☆948Mar 24, 2026Updated 3 weeks ago
- Towards a Unified View of Large Language Model Post-Training☆209Sep 8, 2025Updated 7 months ago
- ☆20Jul 14, 2025Updated 9 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,620Updated this week
- GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment☆18Sep 17, 2024Updated last year
- Code of EMNLP 2025 paper 'UltraIF: Advancing Instruction Following from the Wild'.☆21Apr 3, 2025Updated last year
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆376Mar 30, 2026Updated 3 weeks ago
- Repository with environment and training scripts for paper "Cross-Environment-Cooperation Enables Zero-shot Multi-agent Cooperation"☆19Sep 12, 2025Updated 7 months ago
- P1: Mastering Physics Olympiads with Reinforcement Learning☆83Dec 29, 2025Updated 3 months ago
- verl: Volcano Engine Reinforcement Learning for LLMs☆20,789Updated this week
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,368Apr 13, 2026Updated last week
- ☆84Dec 5, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICLR'26] Stronger-MAS: A RL Framework for multi LLM agent system☆151Apr 13, 2026Updated last week
- EMNLP'2023: Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration☆36Mar 10, 2024Updated 2 years ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆701Jan 20, 2025Updated last year
- 🌾 OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.☆647Jan 29, 2026Updated 2 months ago
- Code and implementations for the ACL 2025 paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhi…☆766Sep 11, 2025Updated 7 months ago
- ☆24Jun 18, 2025Updated 10 months ago
- A library for advanced large language model reasoning☆2,339Jun 10, 2025Updated 10 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,340Apr 14, 2026Updated last week
- Reproducing R1 for Code with Reliable Rewards☆305May 5, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆13Mar 22, 2023Updated 3 years ago
- Experimental tl;dr summaries for datasets on the Hugging Face Hub!☆10Apr 4, 2024Updated 2 years ago
- Official implementation of Browse-Master, a tool-augmented web-search agent.☆28Aug 22, 2025Updated 7 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆437Mar 20, 2026Updated last month
- ☆79Jun 20, 2025Updated 10 months ago
- [COLING 2025] NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models☆18Jan 18, 2025Updated last year
- [ICLR 2026] SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning☆1,589Jan 6, 2026Updated 3 months ago