Coding Agents for Generalized Task and Motion Planning Problems
This work finds that coding agents are surprisingly effective at generalized TAMP: all three agent configurations outperform hand-engineered planners, one-shot generation, and an LLM-based generalized planning baseline in mean success.
Matteo Merler, Bo-Wen Li, Josh Roy et al.
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