Predicting Strategic Energy Storage Behaviors

Modeling and Predicting Software Behaviors

Institutional Influences on Strategic Entrepreneurial Behaviors

The purpose of this paper is to examine the existence of cross-level moderating effects between national appropriability conditions, individual level predictors and entrepreneurial growth aspirations. We test a multi-level model that connects the determinants of strategic resource allocation decisions at the individual level with the strength of the intellectual property rights regime at the na...

Deep Learning for Predicting Human Strategic Behavior

Predicting the behavior of human participants in strategic settings is an important problem in many domains. Most existing work either assumes that participants are perfectly rational, or attempts to directly model each participant’s cognitive processes based on insights from cognitive psychology and experimental economics. In this work, we present an alternative, a deep learning approach that ...

Predicting Human Strategic Decisions Using Facial Expressions

People’s facial expressions, whether made consciously or subconsciously, continuously reveal their state of mind. This work proposes a method for predicting people’s strategic decisions based on their facial expressions. We designed a new version of the centipede game that intorduces an incentive for the human participant to hide her facial expressions. We recorded on video participants who pla...

Compressed Air Energy Storage