Code and implementations for the ACL 2025 paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhiheng Xi et al.
☆801May 30, 2026Updated 2 weeks ago
Alternatives and similar repositories for AgentGym
Users that are interested in AgentGym are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,699Apr 14, 2026Updated 2 months ago
- Code repo for "WebArena: A Realistic Web Environment for Building Autonomous Agents"☆1,499Nov 26, 2025Updated 6 months ago
- The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et a…☆8,145Sep 12, 2025Updated 9 months ago
- Towards Large Multimodal Models as Visual Foundation Agents☆267Apr 24, 2025Updated last year
- A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)☆3,492Feb 8, 2026Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Resources for our paper: "Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training"☆172Oct 20, 2025Updated 7 months ago
- AgentTuning: Enabling Generalized Agent Abilities for LLMs☆1,497Oct 31, 2023Updated 2 years ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆164Oct 30, 2024Updated last year
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆418May 20, 2024Updated 2 years ago
- Code and implementations for the paper "AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcemen…☆771Feb 15, 2026Updated 3 months ago
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,470Updated this week
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆4,925Nov 13, 2025Updated 7 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆206Apr 17, 2025Updated last year
- 🌍 AppWorld: A Controllable World of Apps and People for Benchmarking Function Calling and Interactive Coding Agent, ACL'24 Best Resource…☆441Feb 17, 2026Updated 3 months ago
- 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.
- [NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents☆258Jan 29, 2025Updated last year
- Building Open LLM Web Agents with Self-Evolving Online Curriculum RL☆526Jun 6, 2025Updated last year
- An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents☆5,933Sep 26, 2024Updated last year
- ☆116Jul 2, 2024Updated last year
- ALFWorld: Aligning Text and Embodied Environments for Interactive Learning☆769Feb 8, 2026Updated 4 months ago
- [ICLR 2025] Automated Design of Agentic Systems☆1,589Jan 28, 2025Updated last year
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆21,850Updated this week
- VisualWebArena is a benchmark for multimodal agents.☆477Nov 9, 2024Updated last year
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆268May 5, 2025Updated last year
- 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.
- ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning & ReCall: Learning to Reason with Tool Call for LLMs via Rei…☆1,389May 16, 2025Updated last year
- [ICML'24] SeeAct is a system for generalist web agents that autonomously carry out tasks on any given website, with a focus on large mult…☆848Feb 3, 2025Updated last year
- [ACL2024 Findings] Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models☆361Mar 22, 2024Updated 2 years ago
- [NeurIPS 2022] 🛒WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents☆551Sep 6, 2024Updated last year
- Must-read Papers on LLM Agents.☆3,033Jun 5, 2026Updated last week
- SkyRL: A Modular Full-stack RL Library for LLMs☆1,993Updated this week
- A live stream development of RL tunning for LLM agents☆4,096May 5, 2026Updated last month
- A library for advanced large language model reasoning☆2,343Jun 10, 2025Updated last year
- Simple RL training for reasoning☆3,864Dec 23, 2025Updated 5 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The Cradle framework is a first attempt at General Computer Control (GCC). Cradle supports agents to ace any computer task by enabling st…☆2,537Nov 7, 2024Updated last year
- Official Implementation of "Simulating Environments with Reasoning Models for Agent Training"☆65Feb 18, 2026Updated 3 months ago
- [ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.☆5,665May 21, 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…☆9,619Updated this week
- [NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning☆3,180Jan 14, 2025Updated last year
- Scalable RL solution for advanced reasoning of language models☆1,862Mar 18, 2025Updated last year
- [NeurIPS 2024 D&B] GTA: A Benchmark for General Tool Agents & [arXiv 2026] GTA-2☆145Apr 20, 2026Updated last month