Sun-Haoyuan23/Awesome-RL-based-Reasoning-MLLMs resource

Health v2 · maintenance only

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Adoption not part of the score

1441 stars · 70 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list repository collecting papers and resources on reinforcement learning-based reasoning for multimodal large language models (MLLMs). It tracks research works sorted by release date and includes a position paper summarizing the field.

Use cases

• find papers on RL-based reasoning for multimodal LLMs
• survey reinforcement fine-tuning of MLLMs
• research multimodal reasoning model landscape
• get started with RL reasoning research in multimodality
• track recent RFT papers for vision-language models
• prepare a literature review on multimodal reasoning

When to choose

• you are a researcher surveying RL-based reasoning in multimodal LLMs
• you need a curated, time-sorted list of RFT/MLLM papers
• you want an entry point into the multimodal reasoning field

When to avoid

• you need runnable code or training frameworks rather than a paper list
• you want RL reasoning resources for text-only LLMs
• you need a maintained software library

Facets

learning-resource · maturity active

machine-learning deep-learning llm-training documentation artificial-intelligence large-language-models machine-learning awesome-lists tutorials awesome-list multimodal reinforcement-learning reasoning mllm research-papers curated-list web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Sun-Haoyuan23/Awesome-RL-based-Reasoning-MLLMs")