Schwartz, the 14th pick of the draft, had two goals and an assist in seven games with the Blues late last season, after a college season that saw him total 15 goals and 26 assists in 30 games at Colorado College. He also had two goals and three assists and served as team captain for Canada at the 2012 IIHF World Junior Championship.
Tarasenko, the 16th pick in 2010, signed with the team last month. He had 23 goals and 24 assists in 54 games with Sibir and SKA St. Petersburg in the Kontinental Hockey League last season, his fourth in the KHL.
Also sent to Peoria were goalies Jake Allen, Paul Karpowich and Mike McKenna; defensemen Taylor Chorney, Ian Cole, Mark Cundari, Cade Fairchild, Scott Ford, Brett Ponich and David Shields; and forwards Jay Barriball, Cody Beach, Adam Cracknell, Stefan Della Rovere, Evgeny Grachev, Phillip McRae, Andrew Murray, Anthony Nigro, Anthony Peluso, Tyler Shattock, Brett Sonne, and Sebastian Vannstrom.