The Paxos Algorithm is a consensus protocol designed to achieve agreement among distributed systems or processes, ensuring that a single value is chosen even in the presence of failures. It is particularly useful in environments where nodes may fail or messages may be delayed, providing a robust framework for maintaining consistency in distributed databases and systems.