Journal Articles:

  1. Effect of reward and effort on the opportunity cost of time and movement vigor(2021)
    Shruthi Sukumar, Reza Shadmehr, Alaa A. Ahmed
    In Preparation

  2. Overcoming Temptation: Incentive Design for Intertemporal Choice(2021) by Shruthi Sukumar, Camden Elliot-Williams, Shabnam Hakimi, Adrian F. Ward, Michael C. Mozer
    In Preparation

Theses:

  1. Analysis and Solution Of Markov Decision Problems With A Continuous, Stochastic State Component M.S. Thesis (2017), Electrical Engineering, Univeristy of Colorado Boulder (pdf)