What is a good algorithm for robots to do path planning

Path planning is actually divided into two cases, one for known maps and one for unknown maps.

For the known map's, path planning becomes a global optimization problem, with neural networks, genetic algorithms have some.

For the unknown map, it mainly relies on fuzzy logic or variable potential field method.

For unknown environments that can build their own maps, it is a combination of various methods.