🚀 A new RL framework lets LLM agents like Agent‑R1 master multi‑step reasoning in ever‑changing environments. By extending the classic Markov decision process with a rollout phase, the system adapts on the fly and boosts performance on dynamic tasks. Dive into the details of this open‑source breakthrough! #ReinforcementLearning #LLMAgent #ExtendedMDP #DynamicEnvironments

🔗 https://aidailypost.com/news/new-rl-framework-lets-llm-agents-master-multi-step-reasoning-dynamic