TsinghuaC3I/Awesome-RL-for-LRMs

A curated list of papers and resources based on the survey "Agentic Reasoning for Large Language Models"

Awesome List for Agentic RL

ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning & ReCall: Learning to Reason with Tool Call for LLMs via Reinforcement Learning

Awesome Reasoning LLM Tutorial/Survey/Guide

Large Language Model based Multi-Agents: A Survey of Progress and Challenges (In IJCAI 2024)

This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-based Reasoning MLLMs!

Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL

Democratizing Reinforcement Learning for LLMs

Must-read Papers on LLM Agents.