Alternatives and similar repositories for AgentGym-RL

Users that are interested in AgentGym-RL are comparing it to the libraries listed below

• inclusionAI / ASearcher
  An Open-Source Large-Scale Reinforcement Learning Project for Search Agents
  ☆504Updated last week
• agentica-project / rllm
  ☆279Updated 2 months ago
• facebookresearch / sweet_rl
  Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks
  ☆253Updated 6 months ago
• sunblaze-ucb / Intuitor
  Code for the paper: "Learning to Reason without External Rewards"
  ☆380Updated 4 months ago
• vsubramaniam851 / multiagent-ft
  ☆226Updated 9 months ago
• OPPO-PersonalAI / Agent_Foundation_Models
  Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL.
  ☆497Updated 2 months ago
• SakanaAI / RLT
  Training teachers with reinforcement learning able to make LLMs learn how to reason for test time scaling.
  ☆349Updated 5 months ago
• ByteDance-Seed / Agent-R
  Resources for our paper: "Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training"
  ☆161Updated last month
• OPPO-PersonalAI / OAgents
  Implementation for OAgents: An Empirical Study of Building Effective Agents
  ☆283Updated last month
• ReTool-RL / ReTool
  ☆235Updated 3 months ago
• knoveleng / open-rs
  Official repo for paper: "Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't"
  ☆267Updated last month
• facebookresearch / meta-agents-research-environments
  Meta Agents Research Environments is a comprehensive platform designed to evaluate AI agents in dynamic, realistic scenarios. Unlike stat…
  ☆377Updated 2 weeks ago
• Gen-Verse / ReasonFlux
  [NeurIPS 2025 Spotlight] ReasonFlux (long-CoT), ReasonFlux-PRM (process reward model) and ReasonFlux-Coder (code generation)
  ☆503Updated 2 months ago
• THUDM / WebRL
  Building Open LLM Web Agents with Self-Evolving Online Curriculum RL
  ☆479Updated 5 months ago
• Chengsong-Huang / R-Zero
  codes for R-Zero: Self-Evolving Reasoning LLM from Zero Data (https://www.arxiv.org/pdf/2508.05004)
  ☆687Updated last month
• BytedTsinghua-SIA / MemAgent
  A MemAgent framework that can be extrapolated to 3.5M, along with a training framework for RL training of any agent workflow.
  ☆803Updated 4 months ago
• ChenxinAn-fdu / POLARIS
  Scaling RL on advanced reasoning models
  ☆641Updated last month
• ypwang61 / One-Shot-RLVR
  [NeurIPS 2025] Reinforcement Learning for Reasoning in Large Language Models with One Training Example
  ☆381Updated last week
• zhengkid / Parallel-R1
  The offical repo for "Parallel-R1: Towards Parallel Thinking via Reinforcement Learning"
  ☆237Updated 2 weeks ago
• TsinghuaC3I / MARTI
  A Framework for LLM-based Multi-Agent Reinforced Training and Inference
  ☆357Updated 2 weeks ago
• CharlesQ9 / Self-Evolving-Agents
  ☆698Updated last month
• zorazrw / agent-workflow-memory
  AWM: Agent Workflow Memory
  ☆359Updated 10 months ago
• aakaran / reasoning-with-sampling
  ☆335Updated 3 weeks ago
• Ayanami0730 / deep_research_bench
  DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
  ☆496Updated last week
• ulab-uiuc / MARBLE
  (ACL 2025 Main) Code for MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents https://www.arxiv.org/pdf/2503.019…
  ☆190Updated last month
• shangshang-wang / Tina
  Tina: Tiny Reasoning Models via LoRA
  ☆309Updated 2 months ago
• zwhe99 / DeepMath
  A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
  ☆277Updated 2 months ago
• ulab-uiuc / Multi-agent-evolve
  ☆111Updated last week
• facebookresearch / swe-rl
  [NeurIPS'25] Official codebase for "SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution"
  ☆624Updated 8 months ago
• rlresearch / dr-tulu
  Official repository for DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research
  ☆373Updated last week