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cs.LG2016
Bandit algorithms to emulate human decision making using probabilistic distortions
Ravi Kumar Kolla, Prashanth L. A., Aditya Gopalan +3
Motivated by models of human decision making proposed to explain commonly observed deviations from conventional expected value preferences, we formulate two stochastic multi-armed…
cs.LG2016
Collaborative Learning of Stochastic Bandits over a Social Network
Ravi Kumar Kolla, Krishna Jagannathan, Aditya Gopalan
We consider a collaborative online learning paradigm, wherein a group of agents connected through a social network are engaged in playing a stochastic multi-armed bandit game. Each…