Astronauts protect themselves from space radiation using spacecraft shielding, which includes materials like aluminium and polyethylene. They also monitor space weather to avoid high-radiation areas and use protective shelters during solar radiation events. Additionally, mission durations are carefully planned to minimise exposure.