EP210: Lifting Traces to Logic - Learning GenAI via SOTA ...

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Title: Lifting Traces to Logic: Programmatic Skill Induction with Neuro-Symbolic Learning for Long-Horizon Agentic TasksSource: http://arxiv.org/abs/2605.01293v1Summary:Proposes a neuro-symbolic framework that lifts interaction traces into modular, logic-grounded programs to solve long-horizon planning challenges. This paradigm enables agents to induce skills from few-shot examples and adapt to dynamic environments by discovering the underlying logic of actions.

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How long is this episode of Learning GenAI via SOTA Papers - Video?

This episode is 1 minute long.

When was this Learning GenAI via SOTA Papers - Video episode published?

This episode was published on May 27, 2026.

What is this episode about?

Title: Lifting Traces to Logic: Programmatic Skill Induction with Neuro-Symbolic Learning for Long-Horizon Agentic TasksSource: http://arxiv.org/abs/2605.01293v1Summary:Proposes a neuro-symbolic framework that lifts interaction traces into modular,...

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