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Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine
Our method uses Large Language Models (LLM) to obtain high-level domain-specific knowledge using prompt engineering instead of providing the reinforcement learning algorithm directly with the high-level knowledge which requires an expert to encode the automaton.
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