With the recovery and development of the global economy, the quality of life worldwide continues to improve, and the demand for public infrastructure such as medical care and education services is becoming more and more vigorous. Medical development and progress have made studying the brain and neurological fields more thorough, and learning disabilities have gradually entered the public eyesight. As a special group, people with learning disabilities are not widely accepted and recognized in the scope of public education. Thus, education must support the development of this virtue cycle through educational fairness policies, as it is a public resource. Based on the existing education policies on learning disabilities in China, the United States, and the United Kingdom, this paper analyzes these policies and puts forward education policy suggestions from four aspects: the education policy formulation system, the education collaborative service system, the education accountability evaluation system, and the education funding service system.Among China, the United Kingdom, and the United States, the first two are based on the improvement of basic policies, focusing on the construction of education collaborative services and education accountability evaluation systems, respectively. The latter focuses on the improvement of education policy.