Open-AgentRL

by Gen-Verse · Agent Tool · ★ 545

About Open-AgentRL

RLAnything (ICML 2026) & AutoTool (ICML 2026), DemyAgent: Open-Source RL for LLMs and Agentic Scenarios RLAnything (click to expand) RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System An overview of our research on RLAnything. In this work, we propose RLAnything, a reinforcement learning framework that dynamically optimizes each component through close

agent-rlcoding-agententropy-methodgrpogui-agentllm-agentllm-reasoningmulti-agent-reinforcement-learningpporeinforcement-learning

Quick Facts

Stars545
Forks54
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score64.7509178108662/100
Open Issues9
Last Updated2026-06-12
Created2025-10-13
Platformspython
Est. Tokens~13k

Compatible Skills

These tools work well together with Open-AgentRL for enhanced workflows:

  • MetaClaw — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • OpenJudge — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • AWorld — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (54%)
  • LiteMultiAgent — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (54%)
  • SecGPT — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (53%)

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Frequently Asked Questions

What is Open-AgentRL?

Open-AgentRL is RLAnything (ICML 2026) & AutoTool (ICML 2026), DemyAgent: Open-Source RL for LLMs and Agentic Scenarios. It is categorized as a Agent Tool with 545 GitHub stars.

What programming language is Open-AgentRL written in?

Open-AgentRL is primarily written in Python. It covers topics such as agent-rl, coding-agent, entropy-method.

How do I install or use Open-AgentRL?

You can find installation instructions and usage details in the Open-AgentRL GitHub repository at github.com/Gen-Verse/Open-AgentRL. The project has 545 stars and 54 forks, indicating an active community.

What license does Open-AgentRL use?

Open-AgentRL is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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