Bin retrieval robots configured to pick or put-away bins within a logistics facility and to transport one or more picked bins. Methods and systems for autonomous picking or put-away of bins within a logistics facility that include the bin retrieval robot(s) are also disclosed. The systems include a remote server and at least one bin retrieval robot, wherein the remote server is configured to communicate with the bin retrieval robot(s) to send and receive picking data, and the bin retrieval robot(s) are configured to autonomously navigate and position within the logistics facility.