rlvr topic
AgentsMeetRL
Awesome List for Agentic RL
YuLan-SwarmIntell
🐝 SwarmBench: Benchmarking LLMs' Swarm Intelligence
s3
[EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal Data)
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 intelli...
DeepSearch
This is the official code of DeepSearch paper!
ROLL
An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models
RLVR-World
Official repository for "RLVR-World: Training World Models with Reinforcement Learning" (NeurIPS 2025), https://arxiv.org/abs/2505.13934
CapRL
An official implementation of "CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning"
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.