13 12, 2025

Agentic Reinforcement Learning (Agentic RL): A Technical Overview

By |2026-01-04T07:57:58-05:00December 13th, 2025|

Agentic Reinforcement Learning (Agentic RL): A Technical Overview Overview Agentic Reinforcement Learning (Agentic RL) is a paradigm that uses reinforcement learning to train Large Language Models (LLMs) to function as autonomous, decision-making agents. This approach moves beyond simply aligning an LLM’s text output with human preferences and instead teaches it to perform multi-step tasks, use

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