Constructing observational learning agents using self-organizing maps
Sign Up to like & getrecommendations! Published in 2019 at "Artificial Life and Robotics"
DOI: 10.1007/s10015-019-00574-6
Abstract: Observational learning is a form of social learning whose theory proposes that new behaviors can be acquired through observing and imitating others. We employed Kohonen self-organizing maps to create observational learning agents to model the… read more here.
Keywords: learning; observational learning; organizing maps; self organizing ... See more keywords
Learning agents that acquire representations of social groups
Sign Up to like & getrecommendations! Published in 2022 at "Behavioral and Brain Sciences"
DOI: 10.1017/s0140525x21001357
Abstract: Abstract Humans are learning agents that acquire social group representations from experience. Here, we discuss how to construct artificial agents capable of this feat. One approach, based on deep reinforcement learning, allows the necessary representations… read more here.
Keywords: agents acquire; representations social; learning agents; social groups ... See more keywords