Sökning: "Filip Mellgren"
Hittade 2 uppsatser innehållade orden Filip Mellgren.
1. Tacit collusion with deep multi-agent reinforcement learning
D-uppsats, Handelshögskolan i Stockholm/Institutionen för nationalekonomiSammanfattning : Automatic pricing now attracts the attention of competition authorities following recent machine learning developments. In particular, previous research shows that the Q-learning algorithm can reach collusive outcomes despite receiving only minimal human intervention. LÄS MER
2. Needles in a haystack: a machine learning approach to instrumental variables selection
C-uppsats, Handelshögskolan i Stockholm/Institutionen för nationalekonomiSammanfattning : This paper explores the comparative merits of two different machine learning algorithms for variable selection in an instrumental variables (IV) setting with many weak instruments. We apply a new method, post-L2boosting, to Angrist and Krueger's (1991) classical paper about the effect of schooling on earnings. LÄS MER