This paper investigates Rota–Baxter Lie -pseudoalgebras. We develop a cohomology theory for -weighted relative Rota–Baxter operators via a Maurer–Cartan approach, constructing the underlying differential graded Lie algebra. We classify non-abelian extensions using second cohomology and derive the Wells exact sequence to address the inducibility of automorphisms. Furthermore, we explore the homotopy theory of these structures by introducing -term skeletal and strict Rota–Baxter --pseudoalgebras. In particular, we establish a one-to-one correspondence between strict -term structures and crossed modules of Rota–Baxter Lie -pseudoalgebras. These results establish a foundational framework for future advancements in the higher categorical theory of pseudoalgebras with algebraic operators. Ultimately, this work provides a robust foundation for the higher categorical study of pseudoalgebras equipped with algebraic operators.

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