The DPLL algorithm is a complete, backtracking-based search algorithm used for solving the Boolean satisfiability problem (SAT). It systematically explores possible truth assignments, employing techniques like unit propagation and pure literal elimination to efficiently prune the search space and find a satisfying assignment or prove unsatisfiability.