xhyumiracle/Awesome-AgenticLLM-RL-Papers

• highabout#1

  Add a concise description to the repository's About section

  Why:

  COPY-PASTE FIX

  Copy

  A comprehensive, curated collection of research papers and resources on Agentic Reinforcement Learning for Large Language Models (LLMs), serving as the official repository for 'The Landscape of Agentic Reinforcement Learning for LLMs: A Survey'.

  OpenDoneDismiss
• highreadme#2

  Refine the README's opening sentence to emphasize its role as a collection

  Why:

  CURRENT

  This is the Official repo for the survey paper: The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

  COPY-PASTE FIX

  Copy

  This repository serves as the official, curated collection of research papers and resources for the survey: 'The Landscape of Agentic Reinforcement Learning for LLMs'.

  OpenDoneDismiss

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• CATEGORY QUERY

  What are the latest research papers on combining large language models with reinforcement learning agents?

  you: not recommended
  AI recommended (in order):

  1. Voyager: An Open-Ended Embodied Agent with Large Language Models
  2. Reflexion: Language Agents with Reinforcement Learning Fine-Tuning
  3. Generative Agents: Interactive Simulacra of Human Behavior
  4. RLHF-V: Towards Reliable Large Language Models via RLHF with Value Alignment
  5. Language Models as Zero-Shot Reinforcement Learners
  6. Large Language Models as General Pattern Machines
  7. Guiding Large Language Models with RL: A Survey

  AI recommended 7 alternatives but never named xhyumiracle/Awesome-AgenticLLM-RL-Papers. This is the gap to close.

  Show full AI answer
• CATEGORY QUERY

  Where can I find a comprehensive survey on agentic reinforcement learning algorithms for LLMs?

  you: not recommended
  AI recommended (in order):

  1. A Survey of Large Language Models in Reinforcement Learning
  2. Generative Agents: Interactive Simulacra of Human Behavior
  3. Foundation Models for Decision Making: Problems, Methods, and Opportunities
  4. Prompting Large Language Models for Autonomous Agent Systems: A Survey
  5. Reinforcement Learning from Human Feedback (RLHF): A Survey
  6. LLM-as-a-Judge: A Comprehensive Survey

  AI recommended 6 alternatives but never named xhyumiracle/Awesome-AgenticLLM-RL-Papers. This is the gap to close.

  Show full AI answer

• Metadata completeness

  fail

  Suggestion:

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of xhyumiracle/Awesome-AgenticLLM-RL-Papers?

  pass
  ⚠AI did not name xhyumiracle/Awesome-AgenticLLM-RL-Papers — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• If a team adopts xhyumiracle/Awesome-AgenticLLM-RL-Papers in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI named xhyumiracle/Awesome-AgenticLLM-RL-Papers explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• In one sentence, what problem does the repo xhyumiracle/Awesome-AgenticLLM-RL-Papers solve, and who is the primary audience?

  pass
  ⚠AI did not name xhyumiracle/Awesome-AgenticLLM-RL-Papers — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?