rlvr topic

List rlvr repositories

AgentsMeetRL

719
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28
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719
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Awesome List for Agentic RL

YuLan-SwarmIntell

26
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4
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26
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🐝 SwarmBench: Benchmarking LLMs' Swarm Intelligence

s3

804
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134
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804
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[EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal Data)

Awesome-Agent-RL

53
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0
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53
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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

17
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0
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17
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This is the official code of DeepSearch paper!

ROLL

2.6k
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204
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2.6k
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An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models

RLVR-World

187
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7
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187
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Official repository for "RLVR-World: Training World Models with Reinforcement Learning" (NeurIPS 2025), https://arxiv.org/abs/2505.13934

CapRL

175
Stars
6
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175
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An official implementation of "CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning"

BAPO

90
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6
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90
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Codes for the paper "BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping" by Zhiheng Xi et al.

retrain

42
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0
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42
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a Python library that uses Reinforcement Learning (RL) to train LLMs.