KMnO4-zx/agentic-rl-lab

Awesome List for Agentic RL

[ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!

FineEnvs — RL Environments 101: building and scaling RL environments in the age of LLMs

SkyRL: A Modular Full-stack RL Library for LLMs

Democratizing Reinforcement Learning for LLMs

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hyperparameter optimization.

🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

Implementation of all RL algorithms in a simpler way