This pilot clinical trial studies how well Tai Chi Easy works in treating cancer survivors with peripheral sensory neuropathy. Tai Chi Easy is a simple and repetitive form of exercise that consists of movements with meditation and may improve peripheral neuropathy symptoms among cancer survivors.