Necolizer/awesome-rl-for-agents
A curated list of reinforcement learning (RL) for agents.
This list compiles research, tools, and demonstrations focused on applying reinforcement learning to train and refine AI agents, particularly those based on Large Language Models (LLMs) or Multimodal Large Language Models (MLLMs). It helps AI researchers and practitioners discover resources for developing agents that can use computers, conduct research, and integrate various tools to solve complex problems. The collection includes papers, benchmarks, demos, and toolkits.
Use this if you are an AI researcher or developer looking for cutting-edge resources to improve the capabilities of your AI agents using reinforcement learning.
Not ideal if you are looking for ready-to-use software applications or a basic introduction to AI agents for a non-technical audience.
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CC0-1.0
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Last pushed
Mar 07, 2026
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