How LLMs Can Help RL Agents Learn

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LLMs Explained - Aggregate Intellect - AI.SCIENCE

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Published on April 30, 2025 2:01:03 PM ● Video Link: https://www.youtube.com/watch?v=eui4B9Y0MoE

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Harness the vast commonsense knowledge of Large Language Models (LLMs) and Vision‑Language Models (VLMs) to guide your reinforcement learning agents from day one.

In this video, we explore how pretrained LLMs can craft richer state representations and reward functions, offer human‑like advice during random early behaviors, and even fine‑tune on specialized domains, whether that’s stock‑trading manuals or game strategy guides, to inject expert bias.

See how LLMs’ inherent planning abilities can be combined with traditional RL feedback loops to correct hallucinations and refine policies based on real environment interactions.

If you’re excited to supercharge your agents with AI‑driven commonsense and planning, hit Like and Subscribe. Drop your thoughts or questions below, we’d love to hear how you’d use LLMs in your next RL project!

#ReinforcementLearning #LLM #VLM #AI #MachineLearning #DeepLearning #PromptEngineering #AIPlanning #RL