Because quickly approaching the goal in the short term does not always contribute to reaching the goal in the long term, "exploitation," where the most promising option is chosen based on current knowledge, must be balanced with "exploration," where less-explored options are selected. Although various algorithms have been developed to effectively manage this balance, their application to the computation of the reaction pathway remains largely unexplored.