This randomized phase II trial studies how well exercise and low-dose ibuprofen in improving cognitive impairment in patients with colorectal cancer that has not spread to other places in the body who are receiving chemotherapy. Anti-inflammatory agents, such as ibuprofen, may slow the decline of cognitive processes and diseases involving the brain. Exercise may also help alleviating cognitive difficulties during chemotherapy.