Constraint Satisfaction Problems (CSPs) involve finding solutions that satisfy a set of constraints or conditions. They are fundamental in artificial intelligence for modeling problems like scheduling, planning, and resource allocation. CSPs utilize techniques such as backtracking, constraint propagation, and heuristics to efficiently search for solutions that meet all specified constraints.