You cannot access the learned models via bmr$learners. See https://mlr3.mlr-org.com/reference/BenchmarkResult.html#active-bindings. You have to use bmr$score()$learner[[1]]$tuning_result.
bmr$learners
bmr$score()$learner[[1]]$tuning_result