rlvr 开源项目推荐（220 个）

alibaba /ROLL

面向大语言模型强化学习的高效易用扩展库

thinkwee /AgentsMeetRL

Awesome List for Agentic RL

NVIDIA-NeMo /labs-molt

A scalable, agentic-first, and HuggingFace-native RL framework for research (9k lines).

pat-jj /s3

[EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal Data)

aaron-for-value /VeriRun

Evidence-first infrastructure for reproducible, isolated executable evaluation and online rewards.

thuml /RLVR-World

《RLVR-World：带强化学习的世界模型训练》（NeurIPS 2025）官方仓库，https://arxiv.org/abs/2505.13934

microsoft /AesCode

Aesthetic code generation with decoupled cross-modal rewards: turning prompts into editable, verifiable HTML/CSS infographics, with image generators as aesthetic guidance.

anakin87 /llm-rl-environments-lil-course

🌱 A little course on Reinforcement Learning Environments for evaluating and training Language Models

InternLM /CapRL

[ICLR 2026] An official implementation of "CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning"

xlang-ai /CUA-Gym

Scalable pipeline for synthesizing verifiable RLVR training data for computer-use agents

xxzcc /Awesome-Credit-Assignment-in-LLM-RL

Curated papers, taxonomy, benchmarks, and decision guides for credit assignment in reasoning and agentic LLM reinforcement learning.

0bserver07 /Study-Reinforcement-Learning

RL study guide — foundations through RLHF, DPO, GRPO, RLVR, agentic RL, and offline RL. Hand-written CS294 notes, 34 lecture drafts, 9 tested exercises, citations that resolve.

Tencent-Hunyuan /GradLoc

Implementation of GradLoc from the Tencent Hunyuan blog "Stabilizing RLVR via Token-level Gradient Diagnosis and Layerwise Clipping".

callmespring /RL-short-course

Reinforcement Learning Short Course

WooooDyy /BAPO

Codes for the paper "BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping" by Zhiheng Xi et al.

xlang-ai /CUA-Gym-Hub

CUA-Gym-Hub: mock web apps as reproducible RL training environments for computer-use agents

Sheltercosmo /Rilldex-RL-Studio

RL observability for LLM agents: behavior maps, native trainer metrics, rollout investigations, and Python/SQL analysis.

tongjingqi /Awesome-Agent-RL

A curated list of awesome resources about reward construction for AI agents. This repository covers cutting-edge research, and practical guides on defining and collecting rewards to build more intelligent and aligned AI agents.

sileod /reasoning-core

Procedural data generators for verifiable reasoning, synthetic pretraining, post-training, evaluation, and RL.

bowen-upenn /PersonaMem-v2

PersonaMem-v2：通过学习隐式用户画像和智能体记忆迈向个性化智能