The correct answers are I decided going home early because I was tired and She hopes seeing you at the party tomorrow.

Error: decided going → Correct: decide + to-infinitive (decided to go). Error: hopes seeing → Correct: hope + to-infinitive (hopes to see). The other sentences correctly use agree + to-infinitive and keep + gerund.