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Effects of social exploration mechanisms on robot learning
2009
RO-MAN 2009 - The 18th IEEE International Symposium on Robot and Human Interactive Communication
Social learning in robotics has largely focused on imitation learning. Here we take a broader view and are interested in the multifaceted ways that a social partner can influence the learning process. We implement four social learning mechanisms on a robot: stimulus enhancement, emulation, mimicking, and imitation, and illustrate the computational benefits of each. In particular, we illustrate that some strategies are about directing the attention of the learner to objects and others are about
doi:10.1109/roman.2009.5326168
dblp:conf/ro-man/CakmakDTA09
fatcat:hrdbrfnog5gjrbx4gcurm5aeqe