Sun-Haoyuan23/Awesome-RL-based-Reasoning-MLLMs
A curated collection of research papers and projects on using reinforcement learning to enhance reasoning in Multimodal Large Language Models.
Not currently ranked — collecting fresh signals.
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This repository provides researchers with a comprehensive overview of RL-based reasoning MLLMs, compiling relevant projects and insights into this emerging field. It references notable systems such as DeepSeek-R1, Kimi k1.5, OpenAI o3-mini, and Grok 3 that demonstrate reasoning capabilities enhanced through reinforcement learning. The collection serves as a reference resource for tracking developments in large reasoning models within the multimodal AI research community.
Frequently asked
- What is Sun-Haoyuan23/Awesome-RL-based-Reasoning-MLLMs?
- A curated collection of research papers and projects on using reinforcement learning to enhance reasoning in Multimodal Large Language Models.
- Is Awesome-RL-based-Reasoning-MLLMs open source?
- Yes — Sun-Haoyuan23/Awesome-RL-based-Reasoning-MLLMs is open source, released under the MIT license.
- How popular is Awesome-RL-based-Reasoning-MLLMs?
- Sun-Haoyuan23/Awesome-RL-based-Reasoning-MLLMs has 1.4k stars on GitHub.
- Where can I find Awesome-RL-based-Reasoning-MLLMs?
- Sun-Haoyuan23/Awesome-RL-based-Reasoning-MLLMs is on GitHub at https://github.com/Sun-Haoyuan23/Awesome-RL-based-Reasoning-MLLMs.