The Effects of Peer Information on Problem-Solving in a Connected Group Thomas N. Wisdom - Dept. of Psychological & Brain Sciences - Indiana University Xianfeng Song - Dept. of Physics - Indiana University Robert L. Goldstone - Dept. of Psychological & Brain Sciences - Indiana University In this experiment, we implemented a problem-solving task in which groups of participants simultaneously play a simple puzzle game, with score feedback provided after each of 24 rounds. Each participant in a group is allowed to view and imitate the guesses of others during the game. Results show that when the utility of others' innovations is unambiguous, individuals base their own solutions on personal innovation and productively imitate other players' innovations early on, and that this tendency to imitate is proportional to the amount of information available from others. Results are consistent with previously studied social learning strategies in several taxa.