Complex sentence: After regaining his memories, they learn from Yukie Tezuka that the army has the dormant Hirose and set out to destroy him along with the heart.
Split into simpler sentences: After regaining his memories, they learn from Yukie Tezuka that the army is holding the dormant Hirose. Together they set out to destroy him along with the heart.