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robotic control in open-world environments

market1 mentionslast seen Sep 25, 2026

Domain for autonomous agents handling novelties in dynamic environments.

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neuro-symbolic architectureapplies torobotic control in open-world environments88% confidence1 source

robotic control in open-world environments

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neuro-symbolic architectureapplies torobotic control in open-world environments

88% confidence1 supporting mentions

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preprintarXivSep 23, 2026Novelty Adaptation Through Hybrid Large Language Model (LLM)-Symbolic Planning and LLM-guided Reinforcement Learning
Our method outperforms the state-of-the-art methods in operator discovery as well as operator learning in continuous robotic domains