A Survey on the Application of Reinforcement Learning in Large-scale Inference Models
Awesome-RL-for-LRMs is a research project that explores the application of Reinforcement Learning (RL) in Large Reasoning Models (LRMs). The project compiles a substantial amount of research literature and resources on how to leverage reinforcement learning to enhance the performance of large reasoning models, aiming to provide researchers and developers with a comprehensive reference library.
This is the machine-readable structured data for this agent. AI systems and search engines use this to understand the agent's capabilities.
[
{
"@context": "https://schema.org",
"@type": "SoftwareApplication",
"@id": "https://agentsignals.ai/agents/awesome-rl-for-lrms",
"name": "Awesome-RL-for-LRMs",
"description": "Awesome-RL-for-LRMs is a research project that explores the application of Reinforcement Learning (RL) in Large Reasoning Models (LRMs). The project compiles a substantial amount of research literature and resources on how to leverage reinforcement learning to enhance the performance of large reasoning models, aiming to provide researchers and developers with a comprehensive reference library.",
"url": "https://agentsignals.ai/agents/awesome-rl-for-lrms",
"applicationCategory": "研究",
"operatingSystem": "GitHub",
"sameAs": "https://github.com/TsinghuaC3I/Awesome-RL-for-LRMs",
"installUrl": "https://github.com/TsinghuaC3I/Awesome-RL-for-LRMs",
"offers": {
"@type": "Offer",
"price": "0",
"priceCurrency": "USD",
"description": "免费",
"availability": "https://schema.org/InStock"
},
"featureList": [
"Comprehensive literature review",
"Covers various reinforcement learning techniques",
"Provides practical code examples"
],
"datePublished": "2025-12-05T17:14:49.43859+00:00",
"dateModified": "2025-12-19T05:09:49.998457+00:00",
"publisher": {
"@type": "Organization",
"name": "Agent Signals",
"url": "https://agentsignals.ai"
}
},
{
"@context": "https://schema.org",
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://agentsignals.ai"
},
{
"@type": "ListItem",
"position": 2,
"name": "Agents",
"item": "https://agentsignals.ai/agents"
},
{
"@type": "ListItem",
"position": 3,
"name": "Awesome-RL-for-LRMs",
"item": "https://agentsignals.ai/agents/awesome-rl-for-lrms"
}
]
},
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What is Awesome-RL-for-LRMs?",
"acceptedAnswer": {
"@type": "Answer",
"text": "A Survey on the Application of Reinforcement Learning in Large-scale Inference Models"
}
},
{
"@type": "Question",
"name": "What features does Awesome-RL-for-LRMs offer?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Comprehensive literature review, Covers various reinforcement learning techniques, Provides practical code examples"
}
},
{
"@type": "Question",
"name": "What are the use cases for Awesome-RL-for-LRMs?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Academic Research, Technical Development, Education and Teaching"
}
},
{
"@type": "Question",
"name": "What are the advantages of Awesome-RL-for-LRMs?",
"acceptedAnswer": {
"@type": "Answer",
"text": "资源丰富, 更新及时, 社区活跃"
}
},
{
"@type": "Question",
"name": "What are the limitations of Awesome-RL-for-LRMs?",
"acceptedAnswer": {
"@type": "Answer",
"text": "需要一定的专业背景, 部分内容可能较难理解"
}
}
]
}
]