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Forget handcrafted action models: this VLM-powered planner uses only lifted predicates and domain-independent search to achieve state-of-the-art results in complex task and motion planning.
Ditch the training wheels: OpenFrontier achieves strong zero-shot navigation by cleverly using visual-language models to identify semantic frontiers as subgoals.