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cff-version: 1.2.0
message: "If you find this repository useful, please consider citing it."
title: "When LLM Agents Meet Reinforcement Learning: A Comprehensive Survey"
abstract: >-
AgentsMeetRL is a curated, continuously updated list of open-source
repositories for training LLM agents with reinforcement learning, with a
focus on the RL frameworks, algorithms, rewards, and environments these
projects rely on.
type: software
authors:
- given-names: Wei
family-names: Liu
- name: "The AgentsMeetRL Team"
repository-code: "https://github.com/thinkwee/AgentsMeetRL"
url: "https://thinkwee.top/amr/"
date-released: "2025-06-09"
keywords:
- large-language-models
- llm-agents
- reinforcement-learning
- awesome-list
- survey