Can you kick off at the start of both halves?

Absolutely. If team A wins the toss prior to the game, and elects to defend a goal as their choice, and team B then wants to receive the ball to start the game, it would be team B's choice to start the second half. If team B then chose to receive, team A would thereby be kicking off to start both halves.