Can the agent be held liable for actions carried out by him by virtue of a Power of Attorney?

As long as the agent acts within the limit of authority given to him/her by a POA, all responsibilities, actions and deed carried out by him will be on the principal. If the agent exceeds his limit mentioned in the Power of Attorney, he will be responsible for such actions if he does it intentionally.