The most stable oxidation state in actnoids is +3 and all actinoids try to attain it.
Thus, Ce4+ will easily accept an electron i.e. get reduced thus behaving like a good oxidising agent.
The opposite applies to Eu2+ which loses an electron to attain +3 oxidation state behaving as a good reducing agent.